Valuation and Analysis of Dollar General as of June 1, 2007
Ravi Patel Thai Tran Jackee Otieno Nathan Johnson Lauren Kirkland
[email protected] [email protected] [email protected] [email protected] [email protected]
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Table of Contents Executive Summary……………………………………………………1 Overview of Dollar General…………………………………………6 Five Forces Model..............................................………..9
Rivalry among Existing Firms................................9 Industry Growth………………………………………….10 Concentration………………………………………….….10 Differentiation and Switching costs……………………13 Scale Economies and Fixed/Variable Costs…………..13 Excess Capacity and Exit Barriers………………………14
Threat of New Entrants……………………………………..15 Economies of Scale……………………………………….15 Channels of Distribution and Relationships…………..16 Legal Barriers………………………………………………17
Threat of Substitute products…………………………….17 Buyer’s willingness to switch…………………………………17
Bargaining Power……………………………………………..18 Bargaining Power of the Customer...............................18 Switching Cost…………………………………………….18 Product Cost and Quality………………………………..19 Number of Buyers………………………………………..19 Volume per Buyer………………………………………..19
Bargaining Power of the Suppliers……………………...20 Switching Cost...............................................20 Product Cost and Quality………………………………..20
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Number of Suppliers…………………………………....20
Value Chain Analysis………………………………………………...21 Efficient Production………………………………………22 Simpler Product Design……………………………….…22 Lower Input Costs……………………………………....22 Low-cost Distribution…………………………………...22 Minimal Brand Image Cost……………………………..23 Tight Cost Control………………………………………..23
Firm Competitive Advantage Analysis…………………….…...23 Efficient Production………………………………….….24 Simpler Product Design………………………………….24 Lower Input Costs…………………………………..…..24 Low-cost Distribution……………………………………25 Minimal Brand Image Cost…………….……………….25 Tight Cost Control………………………………………..25 Conclusion………………………………………………...26
Accounting Analysis…………………………………………….......27 Key Accounting Policies…………………………………….…28 Degrees of accounting flexibility…………………………..30 Accounting Strategy……………………………………….…..32 Quality of Disclosure……………………………………….….34 Identify Potential “Red Flags”…………………………..….44 Undo Accounting Distortions………………………….……45
Financial Analysis……………………………………………….……48 Trend and Cross Sectional Analysis……………………………48 Financial Ratio Analysis…………………………………………….49
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Liquidity Ratios………………………………………………………..49 Current Ratio………...............................................50 Acid Test…………………………………………………………..50 Quick Asset Ratio……………………………………………….52 Inventory Turnover…………………………………………...53
Profitability Ratios…………………………………………………...57 Gross Profit Margin………………………………….………...57 Operating Profit Margin……………………………….……..58 Net Profit Margin………………………………………….…...59 Asset Turnover…………………………………………….……60 Return on Assets………………………………………….……61 Return on Equity…………………………………….…………62
Capital Structure Ratios…………………………………………..63 Debt to Equity……………………………………….………….64 Times Interest Earned…………………………….…………65 Debt Service Margin……………………………….…………66
IGR/SGR Ratios………………………………………………………67 Forecasting Financial Statements…………………….……….70 Income Statement……………………………………..……..70 Balance Sheet……………………………………….…………72 Statement of Cash Flows………………………..…………75
Cost of Capital Estimation…………………………….…………76 WACC estimation….………………………………………….………..78
Valuation analysis………………………………………………….79 Method of comparables………………………………………………80
Intrinsic Value Models…………………………………………………….85 Discounted Dividends Model……………………………………….85 Free Cash Flow………………………………………………………….87
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Residual Income…………………………………………….………….88 Long Run Residual Income…………………………….…………..90 Abnormal Earnings Growth…………………………….…………..91
APPENDIX……………………………………………….92
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Executive Summary Investment Recommendation: Overvalued, Sell 6-1-07 DG----NYSE (6/1/07) $21.63 52 Week Range $12.10-$21.85 Revenue (2/2/07) $9,169,822 Market Capitalization $6.86 Bill Shares Outstanding 314.88 Mill 3-Month Avg. Daily Trading Volume: Institutional Ownership 66% Book Value per Share $5.706 ROE: 20% ROA: 12%
EPS Forecast 2008 2009 2010 .44 .46 .48
Cost of Capital Est. 3-Month 6-Month 2-Year 5-Year 10-Year
Valuation Estimates: Actual Price (6/1/07): $21.63 Trailing P/E $9.57 Forward P/E $7.80 PEG $2.92 P/B $54.00 P/EBITDA $28.24 P/FCF $123.39 EV/EBITDA $3.54
R2 Beta Ke .19 1.19 .19 1.19 .19 1.19 .19 1.19 .18 1.18
Ke Kd WACC Altman Z-Score 2003 2004 2005 7.48 7.88 7.74
12.09% 5.19% 10.99% 2006 6.43
Revised Z-Score 2007: 2.847
2007 7.33
Ratio comp. Trailing P/E Forward P/E PEG P/B
DG 9.53 7.62 .065 11.8
Intrinsic Valuations Discounted Dividend Free Cash Residual Income LR ROE AEG
2011 .50
2012 .55
DLTR 22.19 17.78 1.27 3.87
FDO 22.75 18.98 1.61 3.95
Actual $18.40 $29.71 $3.22 $7.21 $8.79
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Recommendation: Sell-Overvalued Industry Analysis Dollar General was founded in Scottsville, Kentucky in 1939 and was originally called J.L. Turner and Son Wholesale, then Turner’s Department Store, and then in 1955 it was converted to Dollar General and did not sell any item over $1. Dollar General was the originator of the dollar store concept and in 1968 it became a publicly traded company. “Dollar General is a Fortune 500® company and the leader in the dollar store segment, with more than 8,000 stores and $9.2 billion in fiscal 2006 sales” (www.dollargeneral.com). Dollar General is in the discount retail store industry and focuses on cost leadership. Its direct competitors are Family Dollar Stores, Fred’s Inc., and Dollar Tree. In this industry, maintaining low costs are crucial to generating profits, since the merchandise is already being sold at a discount and there is such high competition between companies. The competition is high due to the threat of substitute products: the products being sold are extremely similar, if not identical and pose no switching costs to customers.
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Accounting Analysis A major part of analyzing and valuing a firm is analyzing its methods of accounting. The information needed to do this can be found in the company’s annual 10-K report. First the key accounting policies are analyzed to ensure that they correspond with the key success factors as defined by the five forces model. Then the degree of flexibility allowed by GAAP is determined, as well as the actual accounting strategy used by the firm. The quality of disclosure is how transparent the company’s reports are and how believable their numbers are and is determined though screening ratios. These ratios alert us of any “red flags” in their accounting, and finally any distortions found are corrected to show the company more accurately. After our analysis, the only area in which Dollar General uses flexibility is in the reporting of leases, which is allowed by GAAP, but greatly alters their financial statements. While the footnotes were very clear in disclosing information, the consolidation of the financial statements makes it difficult to actually see what they are disclosing. After computing all of the revenue and expense manipulation ratios we did not find any “red flags” so the only distortion to undo was the reporting of the leases.
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Ratio Analysis, Forecast Financials, & Cost of Capital Estimation Ratio analysis is done to evaluate a company and to find out how it ranks with its competitors. There are three sets of ratios used in this part of the analysis; liquidity ratios, profitability ratios, and capital structure ratios. All the information needed to compute these can be found in a company’s financial statements. In our analysis of the past five years, Dollar General has performed about average with the industry and in a few cases has out-performed the industry. Once these ratios have been calculated they can be used to forecast the company’s future performance. By using the CAPM model, a Beta for the company can be estimated; then using the estimated Beta, the companies estimated cost of equity can be determined through regression analysis. Finally the estimated cost of equity can be computed by using the WACC formula.
Valuations The main focus for valuation models are to show whether the companies estimated value is worth what the market implies. To derive such prices, you must estimate the firm’s cost of capital and equity, the growth rate, and the WACC and use them to determine how well the company’s stock is priced. There are five different valuation models – the discounted dividends, free cash flows, residual income, long-run residual income, and the abnormal growth earnings.
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These models use different factors in deriving the estimated share price, in which some are more accurate than others. We began with the method of comparables, which uses the current financials of Dollar General and also the financials of industry competitors. This method includes using the P/B ratio, PEG ratio, DPS, and trailing/forecasted P/E ratio. We believe this is a good benchmark to where firms should stand when compared to the industry. For our valuation models, we based our valuations using our ten year forecasted financials. The models indicated that Dollar General is highly overvalued compared to our intrinsic valuations. The free cash flow model shows that Dollar General is undervalued; we believe this valuation is doubtful based on the uncertainty of our forecasted cash flow. After using all five models, our overall decision is that Dollar General is highly overvalued and investors should sell.
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Overview of Dollar General Dollar General is in the discount retail store industry selling common household necessities, such as cleaning supplies, health and beauty aids, basic food items, some clothing, and seasonal products. The target market of this corporation is people who generally have lower, middle and fixed incomes. Dollar General started out as J.L. Turner & Son, in 1939 as a wholesale business in Scottsville, Ky. The company coined the dollar store concept in 1955 opening retail stores which boosted the company’s sales. In 1968 the company went public and changed its name to Dollar General. Today, the corporate office is located in Goodlettsville, TN. (www.dollargeneral.com) Sales volume and growth are very important factors for success in the discount retail industry. As shown below, sales for the industry has been rising each year for the past five years with Dollar General leading the way. Sales Volume *
2002
2003
2004
2005
2006
Dollar General
$6,100,404 $6,871,992 $7,660,927 $8,582,237 $9,169,822
Dollar Tree
$2,357,836 $2,799,872 $3,126,000 $3,393,900 $3,969,400
Stores, Inc. Family Dollar
$1,108,637 $1,244,683 $1,380,245 $1,511,457 $1,600,264
Stores, Inc. Fred’s, Inc.
$1,103,418 $1,302,650 $1,441,781 $1,589,342 $1,767,239
*All numbers in thousands. (www.edgarscan.com)
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While Dollar General’s sales have exceeded their competition by far, their net income decreased this past year while the competitions’ rose. This is mainly due to the fact that Dollar General’s general expenses rose and interest income decreased.
Industry Net Income *
2002
2003
2004
2005
2006
Dollar General
$262,351
$299,002
$344,190
$350,155
$137,943
Dollar Tree
$145,219
$177,583
$180,300
$173,900
$192,000
$57,478
$64,452
$55,355
$51,389
$54,124
$27,491
$32,795
$27,952
$27,952
$26,746
Stores, Inc. Family Dollar Stores, Inc. Fred’s, Inc.
*All numbers in thousands. Dollar General’s Stock is currently selling for $21.63 and there are 314,788,000 outstanding shares giving it a market capitalization of $6,808,864,440. While it has far more outstanding shares than its competitors, they are selling at a lower price. In the past year Dollar General’s price per share has remained relatively constant while its competitions’ prices have been rising. (www.nyse.com).
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Price
Average Stock Prices 2003-2007 35 30 25 20 15 10 5 0
FRED FDO DLTR DG
2003
2004
2005
2006
2007
Year
Within the past year, stock prices have been on the rise after hitting the low of 13.42 which is the lowest it has been in two years.
http://moneycentral.msn.com In comparison to its competitors, Dollar General’s stock is outperforming its competitors this year after prices fell in the third quarter last year.
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THE FIVE FORCES MODEL The five forces model is an excellent tool used to analyze the industry in which the firm is competing in. It helps us see the type of industry the firm is competing in, what characteristics are associated with the type of industry, and also identify what types of things the firm can do to stay a head of the competition. The five forces model includes: Rivalry among existing firms, Threats of new entrants, threat of substitute products and bargaining power of buyers and suppliers. These forces assess the degree of competition and the marketing power of buyers and suppliers. We will use the five forces model to evaluate the industry as a whole. After briefly explaining each segment of the five forces model, the model will be put to use by developing a value chain analysis. After the value chain analysis we will use the complete information to compare Dollar General with the rest of the industry. Cost Leadership Industry Rivalry among
Threats of
Threats of
Bargaining
Bargaining
Existing firms
new
substitute
power of
power of
Entrants
products
buyers
suppliers
Low
High
Moderate
Moderate
Very High
Rivalry among Existing Firms Dollar General is in the discount retail merchandise industry, which is highly competitive with respect to price, store location, merchandise quality, instock consistency and customer service. Since the discount retail industry is a highly concentrated industry they strive to provide merchandise at low prices, thus it is necessary to keep prices as close to marginal cost as possible.
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Industry Growth A company striving to make it in this industry has to come up with innovative ways to grow. Most of the firms competing in this industry have found a niche in small towns because of the low and low-middle class population. In doing so, they have experienced a rapid expansion and in turn have increased their number of stores. Another element encouraging growth is the low every day prices characterized by the industry. As a result of the low prices they are able to cut costs and expand in different areas, like offering a new line of products or even increasing number of stores. Other firms in this industry have invested in advertising, by inserting circulars in the newspapers and reaching out to different customers who don’t necessarily shop at a dollar store.
Concentration Concentration plays a very big role in price setting. The more competitors in an industry the lower concentrated the industry is which creates price wars. Dollar General’s main competitors include: Family Dollar, Dollar Tree, Fred’s and 99 Cents Only. The industry is characterized by providing the every day low prices and still making a profit by having a low cost structure and relatively low assortment of products.
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Market Percentage
2002
7%
5% Dollar General
40%
Dollar Tree Family Dollar Fred's
31%
99 cents 17%
2003
9%
6% Dollar General 47%
Dollar Tree Family Dollar Fred's 99 cents
37% 1%
16
2004
5%
8%
40%
Dollar General Dollar Tree Family Dollar Fred's
31%
99 cents 16%
2005
8%
1% Dollar General 42%
Dollar Tree Family Dollar
32%
Fred's 99 cents 17%
17
2006
8%
5% Dollar General 40%
Dollar Tree Family Dollar Fred's
31%
99 cents 16%
Differentiation and switching costs The discount retail industry has no differentiation cost because it is a cost leadership competitive Industry. Switching cost would be low because our merchandise is easily liquidated. It would take very little to get rid of the merchandise without losing money and switching to another industry.
Scale economies and fixed/variable costs The price of the merchandise depends on how a company handles operational costs. Dollar General emphasizes aggressive management of its overhead cost structure. Additionally, they seek to locate stores in neighborhoods where rental and operating costs are relatively low. Individual Dollar General Store leases vary in their terms, rental provisions, and expiration 18
dates. Majority of the leases are low-cost and short-term ranging from three to five years. Family Dollar leases 5719 of their stores and only owns 489; this indicates that they have high fixed costs. The 99 cents only store own 37 stores and lease 105 store which again shows they have high fixed costs. The level of fixed cost plays a role in the growth of a company in this industry. If the fixed costs are too high then expansion is going to be slow. Family Dollar has 350 stores opened in 2006. The 99 cents only store has only 19 store opening this year. Dollar General has introduced control in fixed cost which is supported by the 300 stores they plan to open this year, plus remodeling 300 other stores. In such an industry, firms must generate large inventory turnover for the fixed cost to cover variable costs. In conclusion, if a firm wants to be successful in this industry they have to make sure that they do not have too many fixed costs, because this slows down growth. If they have a lot of fixed costs then they need to make sure that they generate large inventory turnover to cover the variable costs.
Excess Capacity and Exit Barriers Excess capacity exists if the customer demand exceeds supply. In the discount retail industry, supply is always greater than demand because of the amount of competition and ease of access. Same-store sales are one way to monitor just how much sales a firm is getting. Same-store sales measure the increase or decrease in sales for the stores that have been open for more than one year. This helps a firm know just how well they are doing in comparison to the industry. There are high exit barriers in the discount retail industry mainly because it would be costly and time consuming to liquidate merchandise or break lease agreements. For these reasons, the industry requires lower cost and increases rivalry among existing firms. The discount retail industry is characterized by high exit barriers mainly due to cost of liquidation. Same-store sales are an important measure for firms
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to use so they can see just how much they are selling and how much inventory they have left, thus avoid tying up their resources in idol inventory.
THREAT OF NEW ENTRANTS The potential for earning high profits in an industry will attract new entrants to an industry. Easily accessible industries force existing firms to compete not only with the new entrant but also amongst other firms. There are many barriers for new entrants in the discount retail industry. New entrants must rise above large economies of scale that exist within established firms. Also, suppliers will be difficult to find in the discount retail business mainly because of profitability sought by suppliers. There are few legal barriers to be faced; new firms will face some legal discretion just like in any industry. There is the possibility for entrance of new firms but there are barriers to be faced.
Economies of Scale When entering into a specific industry, economies of scale play a major role. New entrants will initially suffer from a cost disadvantage in competing with well established firms. New entrants do not have the capital and resources to compete on such a level. Dollar General and Family Dollar Stores are the two largest firms in this industry and have the upper-hand on suppliers and distribution access to their stores. This advantage poses high economies of scale allowing most of the firms in the industry to offer low prices for their customers. The diagram below shows the level of assets possessed by the existing firms in the industry. Thus new entrants would have to acquire the minimum capital needed to enter the industry.
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Total Assets
3,500,000 3,000,000 2,500,000
Dollar General
2,000,000
Dollar Tree Family Dollar
1,500,000
Fred's Inc
1,000,000
99 Cents Only
500,000 0 2005
2006
2007
Channels of Distribution and Relationships It is imperative for a firm to have a proficient channel of distribution and keep good relations with the supplier in order to be cost efficient. The discount retail industry is cost driven therefore making it essential for the company to be efficient. It is difficult for new entrants to distribute their goods from suppliers without the right system. Dollar General has nine distribution centers (also used as warehouse space) of which they lease three but own the other six and has their own trucking system to deliver goods to their stores. Family Dollar has nine distributing centers, but they do not have enough trucks to distribute their merchandise. 86% of their merchandise was distributed by external carriers in 2006. In order for Family Dollar to manage this, they have a good relationship with their carriers that lead to discounts. The 99 Cents Only lease trucks and also transport by rail.
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Legal Barriers There are no direct legal barriers in the discount retail industry. Legal barriers exist when importing goods from other countries therefore making it costly in terms of trained personnel in international trade policies. Dollar General directly imports 14% of their goods and Dollar Tree imports 35%-40% of their goods. Companies need to be aware of certain items such as; import laws, currency exchange, and foreign business operations. New entrants have a tough hurdle to overcome when it comes to legal barriers. With most of their products supplied by companies abroad, it would be costly and difficult for a new entrant to compete to get the same supplier or even try to lobby for the same prices.
THREAT OF SUBSTITUTE PRODUCTS The discount retail industry is a highly competitive industry with five direct competitors and certain other relative competitors like Wal-mart and Target. Customers are therefore very price sensitive. Threat of substitute products is low in the discount retail industry because the products offered are generally the same across the board. In the discount retail industry most of the firms have the same suppliers therefore the products are the same.
Buyers’ willingness to switch The discount retail industry is very price conscious, therefore most the players in the industry compete in those terms. Also, since the products in the industry are the same, customers are drawn to picking the firm with the lowest price, therefore the customers switching cost is very high.
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Bargaining Power In the Following sections, bargaining power will be discussed relative to the buyers and suppliers of the market. The industry will be examined as a lowcost, highly competitive market. The five factor model guidelines will be used in assessing the industry. Topics that will be discussed include switching cost, product cost and quality, number of buyers, and volume per buyer. Information will be given on how a company should compete in order to be effective in a highly competitive industry. The guidelines and information will help value the companies in the industry. The next two sections will give an idea of what the industry requires of buyers and sellers. Bargaining power of the Customer In such a highly competitive market, the customers have a rather large bargaining power over the companies in the industry. It is easy for customers to switch from store to store depending on the relative prices of each. The switching cost is merely the price of gas to drive or time to walk from one store to the next. The customers of the discount retail industry have a some what higher volume per purchase because the stores are catered to be a one stop shop for the lower/ lower middle class customer. For this reason, firms in this particular retail market have incentive to keep prices as low as possible because of the bargaining power of the customer.
Switching Cost Switching cost of the customer is a large reason why the customer has bargaining power. A customer can easily switch from one low price store to another depending on how cheap the stores products are. The price sensitivity of the buyer is relatively high because they have limited financial means. Each of the companies in the industry carry the same line of products, and the customers will look for the best prices among each. For the reasons above, it is highly
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important where a store is located. Most companies will situate a store in or very near low-income neighborhoods.
Product Cost and Quality The particular industry does not focus as much on the product quality as it does on the price of the product. The companies in this industry will carry substitute products that are lower quality rather then name brand items in more expensive stores. The industry has to focus on the cost rather then quality because the customers demand the cheapest product possible.
Number of Buyers The number of buyers in the industry is the lower middle and lower income consumers in the industry area. The discount retail industry is affected by every customer. The number of customers and amount bought determines the profitability of the company. In essence, the customer has more bargaining power because the stores survival depends on the number of customers. It is very important for companies to keep prices low to remain attractive.
Volume per Buyer The volume of products bought by a customer in the discount retail industry can vary from a few items to several. Most of the customers of this industry use the stores as a one stop shop. Once again, each customer matters. After evaluating each segment of bargaining power of the buyer, we concluded that the bargaining power of the customers for the discount retail industry is relatively high.
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Bargaining Power of the Suppliers In contrast to the bargaining power of the customer, the bargaining power of the suppliers is relatively low. The low switching costs, number of companies, and the number of substitute suppliers are factors that give very low bargaining power to the suppliers. The companies in the discount retail industry are very price sensitive because it caters to the low-income customer. The suppliers of products have to sell at the right price because companies are trying to keep the lowest cost possible.
Switching Cost The switching cost is relatively low among suppliers. It is important for a company in this industry to minimize cost as much as possible. The large number of suppliers that are available makes it easy for companies to switch to suppliers that have the lower costs. Suppliers have to compete with one another to supply to the companies in the industry. Their bargaining power is very low because the stores dictate who they will choose and it will always be the lowest cost supplier.
Product Cost and Quality Suppliers have to focus on minimizing costs. Product quality is not at the forefront t because companies are not shopping for quality products, but they are looking for low cost products. The suppliers have no choice but to focus on cutting costs.
Number of Suppliers The number of suppliers in the discount retail industry is very large. The large number of supplier decreases the bargaining power of the supplier because of the number of alternatives for the customers. Each supplier has no choice, but to compete with each other and whoever is able to achieve the lowest price gets the deal.
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Volume per Supplier The volume of purchases by the companies is moderate. The suppliers need to keep cost low in order for companies to consider them as a supplier. If the supplier can’t supply the products at the right price set by the companies the company will look for other producers. The volume at which the companies will purchase at is more incentive for suppliers to keep cost low. In conclusion, the suppliers in the industry need to maintain low costs because of the bargaining power in the hands of the company. The number of suppliers available and the ease of switching from one to the other affect how much bargaining power each supplier is able to have; therefore, the bargaining power of suppliers is low. Lastly, the five forces model is a tool used to value an industry and see how attractive it is. The model is divided into two categories, the degree of actual and potential competition, which talks about how the firms in the industry compete with each other and the strategies used in the industry in order to stay competitive. The second part is the bargaining power in the input and output markets, which talks about the bargaining power of suppliers and buyers. It focuses on the things they do in order to stay ahead of the competition.
Value Chain Analysis The value chain analysis discusses important strategies that a company needs to utilize in order to be a cost leader in the industry. The following paragraphs will go through each strategy and analyze effective ways a company can pursue in order to keep costs low. The following analysis will present information on how a discount retail company should compete in a highly competitive industry. After the value chain analysis is complete we will use the information to evaluate Dollar Generals performance in the discount retail industry.
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Dollar General resides in a highly competitive discount retail industry. Each company competes to provide basic commodities and service at a low price. In order to be successful, each competitor has adopted the business strategy of cost leadership. By implementing this strategy successfully, companies will be able to earn profits and gain greater market share.
Efficient production In order for a company to be a cost leader in the discount retail industry, the company has to be efficient and strive to have low operational costs. Improving Technology helps to cut cost and increase efficiency with systems like inventory management tools and supply chain systems (Dollar General 10k). Another way to be efficient is by maximizing trailer loads in order to cut down on the number of trips to be made and increase efficiency (family Dollar 10k)
Simpler Product Design Since this is a discount retail industry, quality is not as an important factor therefore a company can sacrifice on using high quality raw materials and go for the generic products that cost much less. The companies need to use low cost products many of which rely on the supplier they choose. Efficient companies are able to get semi-decent quality products at a very low price.
Lower Input costs A company in the discount retail industry needs to keep input cost at a minimum. Companies can reduce the amount of input costs by managing leases, buildings, and warehouse in an efficient manner.
Low-cost distribution Lower cost distribution is also very imperative in cutting costs. If a company has to hire a transporting company, warehouse space and labor that go along with it, they incur unnecessary costs. This factor alone makes it very 27
difficult for new entrants to survive in the industry. The company needs to minimize these cost by using efficient, low-price means of distribution.
Minimal Brand Image cost Companies in the discount retail industry need to have very little expenses in brand images. A company that spent money to keep its image up would be using unnecessary cost. In order for a company to be a cost leader, it must minimize its unnecessary expenses.
Tight cost control The discount retail industry mainly deals with the same types of products therefore making it important for a company to strive to be a price leader. Since the industry deals in discounted products you can only lower the price so much, thus the company has to focus of having lower operational cost in order to be able to have the everyday low prices. Having long relationships with suppliers, is a good way of cutting cost because it enables a company to have a steady supply of merchandise at a discount. This not only makes it hard for new entrants, but it also cuts costs.
Firm Competitive Advantage Analysis In this section, we will discuss how Dollar General has performed using the value chain analysis in the previous section. Each section of the value chain presented above will be presented relative to our company. We will discuss how the company has performed historically, currently, and how they are projected to perform in the future. The competitive advantage analysis is important because it shows how well Dollar General is utilizing cost leadership in a very competitive industry. Each Section below will discuss important information that will help value the company relative to other companies in the industry.
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Efficient production Dollar General has done a decent job to utilize the cost leadership strategies. It has focused on efficient low cost production and distribution. They have their own warehouse and trucks to supply stores to minimize transportation costs. Dollar General will only use suppliers that can maintain a low cost on products and delivery. They have diversified their supplier chain to minimize costs which is due to 14% coming from Proctor & Gamble, 16% from imports, and the maintaining from different suppliers. They have located every store in cities that are 20,000 or less populated to cater to their target market. Currently, Dollar General is trying to improve the efficiency of its stores. They are closing a few stores in less productive areas and spending money to remodel, advertise and develop a more efficient means of distribution. They hope to improve the quality of existing stores to maintain there slightly higher position in the industry. Simpler product design As a leader in the industry, Dollar General provides basic commodities at a low price. A sacrifice in the quality must be made to achieve these low prices. As a result, products that are offered do not carry a brand image and has no research and development costs. This is a key to be competitive in the industry and Dollar General will continue to provide simple product designs throughout the year to accommodate the demand for low cost merchandise Lower Input Costs Dollar general historically has minimized input cost spending very little on capital improvement costs. They have tried to minimize the cost of owning buildings by leasing out most of their buildings. They have had a system that has focused on minimizing input-costs. 29
Currently, Dollar general has spent more money trying to remodel worn down buildings and increase sales space. They have also invested a lot of money into improving their distribution system to increase efficiency. They have also incurred costs to shut down non-producing stores. Dollar General hopes that these improvements will increase sales and lower costs in the future. We believe that these expenses will have a negative effect on the company’s value currently, but could improve the company’s value in the future. Low-cost Distribution Dollar General owns six of there nine distribution centers across the U.S. and have their own trucking service. This helps minimize the cost of contracting to other trucking companies. The distribution centers, being located in central hub areas, cut costs of transportation to Dollar General stores. 99 Cents Only lease to trucking companies which adds to cost. We believe because they are cutting distribution costs, they have the upper-hand against the competitors in the industry. Minimal Brand Image Cost Dollar General owns several trademarks pertaining to their company and subsidiaries. Brand image is not a high cost for Dollar General; they invest when needed in their image to protect their identity in the industry. Tight Cost Control As a leader in the discount retail industry, Dollar General has to continually focus on improving their tight cost controls. This will help sustain low prices that drive the success of the stores. Recent improvements in the point of sale system allow the store to accept gift cards which will bring in a new source of revenue. An additional upgrade of software applications was added to monitor inventory in each store. This allows management to efficiently manage 30
their in store stocks and improve turnover. These investments made will help Dollar General operate their stores more efficiently and will in turn reduce their operating costs. Conclusion In our analysis, we have concluded that Dollar General is doing a decent job in utilizing cost leadership strategies. They are striving to be the cost leader in their industry. They have taken on many projects to improve quality, efficiency, and production that could help lower overall costs in the future. The company has also spent only what it needs on brand imaging keeping costs low. Dollar General owns most of there distribution centers and trucks minimizing contracting fees. We believe that Dollar General recent costs to improve their stores and improve production may decrease the value of the firm in the short-run compared to competitors; however, the improvements to the stores quality and efficiency could improve the company overall in the future. Other then the recent costs to improve current stores, Dollar general is utilizing effective cost leadership strategies.
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Accounting analysis Within a company’s financial reports lies crucial information to determine the valuation of its performance. An accounting analysis is used to assess the financial disclosures and conclude if its accounting practices support the structure of the industry in which the company resides in. This examination is important because the financial reports released have managerial estimates and judgments that affect the outcome. The first step is to identify the key accounting policies of the company. Next, the analyst has to assess the degree of potential accounting flexibility, or how able the company is to manipulate numbers and still follow the rules outlined by GAAP. An evaluation of the actual accounting strategy is performed next to decide how conservatively or aggressively the flexibility is used to manipulate financial reports. The next step is to review the quality of information disclosed in the statements. From the evaluation, there could be some “red flags” that signal discrepancies in the reported information. The figures need further investigation to determine its validity. The last step in the analysis involves undoing the accounting distortions. The following is the assessment of Dollar General’s accounting practices.
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Key Accounting Policies Dollar General’s main Key Success Factors focuses on cost leadership. Dollar General uses slightly aggressive accounting policies and is only partially clear in stating how they record transactions in their footnotes; however the only balance sheets they give are consolidated so you cannot actually see the individual events being recorded. Dollar General record vendors rebates as a reduction of merchandise purchases costs and are recognized in the statement of operations at the time the goods are sold (Dollar General 10-K). This reduces their overall costs and allocates the extra cash to the correct account. Dollar General does not have any Goodwill recorded, which can be used to inflate a company’s value since it is an intangible asset. Dollar General records store opening costs as expenses as they occur (Dollar General 10-K p56) rather than capitalizing them. This is the appropriate and honest way to account for these costs. Another way Dollar General maintains their cost leadership is through the reporting of building leases. In terms of the types of leases Dollar General has, they have both operating and capital leases. Dollar General leases the majority of its stores on a short term of 3-5 years. These leases include multiple renewing options for the managers to decide on a basis of performance and sales. In addition, there are store that are built-to-suit where the leases range from 7-10 years. Among all the stores that Dollar General leases, half are operating on a contingent rent based on sales. If a store is performing well, the
33
likelihood of it renewing its lease is high. This conditional rent expense is recognized when sales goals are met or probable. For the remaining stores, rent expense is recognized on a straight line basis over the term of the lease. Also, if it is stated in the lease that rent will increase annually at a fixed rate, rent expense is recognized on a straight line basis while the increased amount will be recorded as deferred rent. Another accounting strategy that Dollar General uses to its benefit is to record tenant allowances as deferred incentive rent. This in turn can be amortized to reduce rent expense over the term of the lease.
Industry Inventory 2002-2006 $1,600,000,000 $1,400,000,000 $1,200,000,000 $1,000,000,000
Dollar General Family Dollar, Inc.
$800,000,000
Dollar Tree, Inc. Fred's, Inc.
$600,000,000 $400,000,000 $200,000,000 $0 2002
2003
2004
2005
2006
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Degrees of accounting flexibility
Managers at Dollar General may have latitude with their reporting methods within their financial statements, but they must comply with industry standards of GAAP. This set of regulations is the framework for which all companies must use in the preparation of financial statements. Accounting manipulation within the guidelines of GAAP may produce or conceal important information that would work in favor the company. Dollar General uses this flexibility in reporting their key accounting policies of leases and vendor rebates. As previously stated, Dollar General accounts for its leases under both capital and operating. The accounting flexibility in balancing between these two methods allows them to determine how much is disclosed on their financial statements from operations. The benefit of operating leases is that it allows Dollar General to report its lease expenses as an operating expense leaving it off the balance sheet. This in turns reduces the liability of the company. Conversely, the amounts that are reported under capital leases are recognized immediately on the balance sheet. The following table shows how the leases are currently reported for Dollar General. They are discounted at an effective interest rate of 6.7%.
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Future Minimum Payments of leases *In thousands 2007 2008 2009 2010 2011 Thereafter Total minimum payments Discount rate 6.7% (Dollar General 2006 10-K)
Capital Leases * 7,658 5,440 2,082 599 599 7,036 23,414
Operating Leases * 304,567 254,087 206,369 169,454 139,841 415,263 1,489,581
It is evident that the majority of Dollar General’s leasing costs are operating rather than capital leases. The large amount of operating leases is crucial to the stores success in the discount retail industry. A stores ability to bring in revenues and earn profits is the key to remain in business. The flexibility in the terms of the lease allows managers to assess the profits earned for a store and to determine if they can afford to remain in business. The ability of Dollar General to spend a large amount of money on operating leases allows them to keep that same amount off the balance sheet as a liability. This reduces the amount of debt reported on the balance sheet working in favor of the company. Another method of accounting flexibility shown by Dollar General is the way vendor rebates are handled on the financial statements. Vendor rebates received are accounted for as a reduction in the purchase cost of the merchandise. This is recognized in the statement of operations at time the
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commodities are sold. Cash considerations from the vendor may in turn offset some general, selling and administrative (GS&A) expenses related to the sale of the merchandise. Depending on the amount of rebates Dollar General realizes, it reduces operating expenses showing greater income. This rebate is limited and will only offset the costs associated with the GS&A expenses incurred of the merchandise. Consequently, this is an incentive for Dollar General to claim as many vendor rebates as they can. However, while the footnotes are very clear on how they do this the actual numbers are not given on the balance sheet; therefore, it is unclear just how much this affects their financials.
Accounting Strategy
Dollar General uses slightly aggressive methods when reporting their financials. Dollar General disclosed quiet a bit of information in their footnotes, but supporting data was hard to interpret. We feel that their slightly aggressive accounting policies made it difficult to go through their financial statements. Dollar General has both operating and capital leases. The majority of capital leases have terms between 3 to 5 years with renewable options. There are built-to-suit arrangements with landlords that have terms of 7 to 10 year and multiple renewal options on some of the leases. Operating leases are treated as rent expense rather than being liabilities therefore it does not give a true picture of total liabilities on the balance sheet. “Improvements of leased properties are
37
amortized over the shorter of the life of the applicable lease term or the estimated useful life of the asset” (Dollar General 10k) Dollar Tree and 99 Cents Only also have similar accounting strategies, concluding that this could be an industry trend. The recording of depreciation, benefit, and goodwill are a few of the minor things Dollar General has done to stay a head of the competition in a cost leadership industry. Dollar General depreciates property, plant, and equipment using the straight-line method. A benefit to using the straight-line method is at the end of the life term of the asset the company pays the salvage value of the asset opposed to the fair value, decreasing the expenses related to these assets and further helping the bottom line. Employee benefit plans are expensed on a year to year basis rather than being liabilities to the firm. Dollar General does not have any goodwill on the books which we consider a very conservative accounting strategy. This indicates that they do not inflate their numbers for investors. Since Dollar General is in a low concentrated industry, they strive to provide merchandise at everyday low prices thus it is necessary to keep prices as close to marginal cost as possible. Dollar General has achieved this by categorizing their products into four distinct areas; highly consumable, home products, seasonal, and basic clothing. This has made it easy for management to track where most sales come from and improve where they need to, as shown below in the graph.
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Product Sales
70.00% 60.00%
40.00%
Highly consumable Home products
30.00%
Seasonal
50.00%
20.00% Basic Clothing
10.00% 0.00% 2006 2005 2004
Quality of Disclosure
Qualitative The quality of disclosure is very important to investors and analysts. The 10K is usually the best source of information when looking at a company’s well being. However not many company’s do a good job in disclosing a lot of important information in their 10K. Dollar General does a good job in disclosing a lot of important information in their 10K. They not only focus on showing only the elements in which they excel in but also areas that they are not doing too well in. For example The gross
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profit rate declined in 2006 from 28.7% to 25.8%. They farther go on to explain the reason for the decline which resulted due to significant increase in markdowns activity as a percentage of sales, and store closing initiatives. The only downfall is that they do not disclose how they will go about correcting the problem; we thought that would be critical information for investors to know, otherwise they may think that gross profit will continue to fall. Dollar General’s 10K is loaded with good information. They go into detail talking about the company performance measures, the results of operations. This manager’s overview helps an investor know exactly how the firm is doing without doing too much research. The footnotes on the financial statements are informative and explain what on the financial statements. For example it states how the capital leases and operating leases are handled and what percentage they cover. In February 2006 the gross amount of property and equipment recorded was 85.1million and 150.2 million as of February 2007. This gives a true picture of the fixed assets that Dollar General has.
Quantitative
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The measure of the quantitative quality of disclosure involves two sets of ratios, revenue diagnostics and expense diagnostics. We will use the data from the ratios in our valuation of the firm. The data we collect from this section will indicate how well Dollar General has reported their financial information and potentially identify any red flags.
Sales Manipulation Diagnostics We calculated five core sales manipulation or revenue diagnostics. We found these by dividing a company’s net sales by the following denominators: cash from sales, net accounts receivable, unearned revenues, warranty liabilities, and inventory. When analyzing a company, the ratios are calculated over time and compared to those of the competitors in the same industry. The ratios indicate how well the company is reporting their revenues.
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Net Sales/Cash from Sales 1.2 1 0.8 0.6 0.4 0.2 0
2002
2003
2004
2005
2006
Dollar General
1
1
1
1
1
Dollar Tree
1
1
1
1
1
Family Dollar
1
1
1
1
1
Fred's Inc.
1
1
1
1
1
Net sales/Cash from sales The discount retail industry is cash to sales basis industry. A cash to sale industry is one in which every sale is accompanied by payment, therefore deferred payments do not exist. Thus, the ratio of net sales/ cash from sales is 1 all across the board.
Net sales/Net accounts receivable Since the discount retail industry is cash to sale industry they do not have any account receivables, thus the ratio does not affect the industry.
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Net sales/Unearned revenues Unearned revenue is when a company offers a service or product and does not receive immediate payment until later. The discount retail industry does not have credit sales because everything is on a cash to sale basis, therefore this ratio does not apply to the industry.
Net sales/Warranty liabilities Warranty is when a company guarantees their products of by offering to replace or repair the product if something goes wrong within a specified amount of time. So a company that has warranty liabilities would have high sales but low revenues. The discount retail industry does not offer warranties on their products so again this ratio does not apply to the industry. Net Sales/Inventory 8 6 4 2 0
2002
2003
2004
2005
2006
Dollar General
5.43
5.94
5.57
5.82
6.4
Dollar Tree
5.37
5.33
5.08
5.89
6.56
Family Dollar
5.43
5.56
5.39
4.42
6.16
Fred's Inc.
5.7
5.43
5.24
5.23
5.79
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Net Sales/Inventory The net sales/ inventory ratio is important because it tells us the amount of inventory we have in relation to our sales. It asks the question; do reported sales and inventory match each other in a believable way? If this number starts increasing rapidly and/or unexplained it raises a red flag because it would imply that while sales are growing, inventory is decreasing. If it is increasing like this, the company must be recording things wrong, or perhaps channel stuffing. We have found the industry as a whole to be pretty consistent the past five years and have not found any potential red flags for Dollar General.
Core Expense Manipulation Diagnostics There are six core expense manipulation diagnostics. These ratios are found in a variety of ways, but they all relate to a company’s expenses and are also used to identify potential red flags.
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Asset Turnover (sales/assets) 4 3 2 1 0
2002
2003
2004
2005
2006
Dollar General
2.61
2.62
2.7
2.88
3.02
Dollar Tree
1.81
1.86
1.74
1.89
2.12
Family Dollar
2.37
2.39
2.37
2.42
2.53
Fred's Inc.
3.19
3.14
3.1
3.19
3.43
Asset Turnover – Net Sales/Total Assets The asset turnover tells us how much sales our assets can generate. If this number begins declining, it implies that sales are decreasing while assets are increasing, we must wonder if the company has the appropriate amount of assets to generate the desired sales. Through off-balance sheet accounting, reporting operating leases, as opposed to capital leases, a company can show fewer assets on the balance sheet and in turn have a higher asset turnover ratio. Overall the industry is quite consistent and Dollar General has remained consistent with the industry standards and show no potential red flags.
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CFFO/OI 3.00 2.00 1.00 0.00 -1.00
2002
2003
2004
2005
2006
Dollar General
0.93
1.01
0.70
0.98
1.63
Dollar Tree
2.77
0.83
0.94
1.28
1.33
Family Dollar
0.23
-0.33
-0.11
0.44
0.52
Fred's Inc.
1.02
0.72
0.54
1.21
0.86
Changes in CFFO/OI This ratio is found by dividing the cash flow from operations by the operating income and tells us whether or not the income is being supported by the cash flows. If this number is dropping without explanation it raises a red flag because cash flows cannot be increasing while income decreases. In this situation, expenses may not be recorded or revenues may be overstated. With the exception of Dollar Tree in 2002, the industry has remained quite consistent. Seeing that Dollar General has remained consistent with the trends and has not fluctuated too much over the past five years there are no potential red flags to investigate.
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CFFO/NOA 1 0.5 0 -0.5 -1
2002
2003
2004
2005
2006
Dollar General
0.42
0.54
0.36
0.47
0.33
Dollar Tree
-0.5
0.38
0.4
0.54
0.58
Family Dollar
0.59
0.36
0.41
0.29
0.42
Fred's Inc.
0.34
0.49
0.28
0.15
0.35
Changes in CFFO/NOA This ratio is found by dividing the changes in a company’s cash flow from operations from the previous year by its net operating assets. If this ratio is dropping without explanation it raises a red flag because in order for this to happen the assets are most likely being overstated to increase a company’s value. Overall the industry has remained steady with the exception of Fred’s Inc., who had a negative cash flow in 2002, but has since recovered. The only concern we have is that Dollar General’s ratio slightly dropped in 2004 and 2006. However, this drop can be explained by an increase in net operating assets due to recent renovations and added equipment, such as freezers. Overall, there are no potential red flags in this area.
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Accruals/ Changes in SalesThis ratio is found by taking the total accruals for the year and dividing them by the difference in the sales of the current year and the previous year. Total accruals are found by subtracting the net cash flow from operations from the net income. This measure is a way to measure the returns the company is getting form operating assets.
Pension Expense/ SG&A Dollar General has a defined contribution plan in place. The defined contribution plan leaves the liability on the hands of the employee and the obligation of the employer is merely a small percent of the plan. They do not need to recognize any Pension Expense through out the year only when it is incurred. No ratios needed to be calculated.
Other Employment Expenses/ SG&A Other employment expense includes medical insurance and other certain benefit programs. Due to the nature of the discount retail Industry Company’s offer little to no benefit packages. Most employees are privately insured. No Ratios need to be calculated.
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Identifying Potential “Red Flags” The quantitative characteristics of a firms accounting disclosure can be analyzed to signal distortions in the accounting. In this section, we will analyze the discount retail industry and compare Dollar General with the rest of the industry. The main purpose of this section is to find potential deviations from the norm that could potentially distort the companies accounting records. We will be assessing several ratios and evaluating the amount of disclosure Dollar General has presented. Identifying potential distortions in the accounting is important because a clearer view of the company can be presented once the distortions are fixed. The following ratios will help compare and signal any deviations Dollar General may have compared with the rest of the company. * The fact that Fred’s Inc. fiscal year ends in August while every other company year ends in March or May was taken into consideration in the comparability in our analysis.
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Undoing Accounting Distortions Accounting distortions occur when a company unknowingly or knowingly reports numbers that are misleading. This allows the managers to influence the outcome of the financial statements to show better performance. The simplistic nature of the discount retail industry enables Dollar General to report their financials rather straight forward without accounting alterations to show better value. This industry is driven by high volume sales of low cost items. Revenues and profitability determine if store operating leases will be renewed to cut loses. After analyzing Dollar General’s financial statements and determining the level of sales and expense manipulation, we did find a potential red flag from the CFFO/NOA ratio. Dollar General’s expense diagnostics raise a red flag with their accounting reporting. The cash flow from operations to net operating asset ratio shows us the proportion of the operation cash flows from the property, plant, and equipment owned. In comparison to its competitors, the ratio is on average except for 2005 when the ratio dropped for Dollar General. The increase in the net operating assets is a result from the growth of the company in the past years. Dollar General has been acquiring new assets to expand their departments to meet the demand of the discount retail industry. This information was disclosed on the Dollar General 10-K allowing us to match the increase in assets.
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Dollar General has used accounting flexibility to record a large portion of their leases as operating leases. In the next table we have converted the current operating lease payments into capital leases to show the differences of approximately $1.2 billion in avoided liabilities. Operating Lease Conversion Capital Leases
Operating leases
PV Factor
PV
2007
$7,658.00
1
$304,567.00
0.937
$285,442.36
2008
$5,440.00
2
$254,087.00
0.878
$223,179.14
2009
$2,082.00
3
$206,369.00
0.823
$169,883.50
2010
$599.00
4
$169,454.00
0.772
$130,735.69
2011
$599.00
5
$139,841.00
0.723
$101,114.26
2012
$1,407.20
6
$83,052.60
0.678
$56,281.64
2013
$1,407.20
7
$83,052.60
0.635
$52,747.55
2014
$1,407.20
8
$83,052.60
0.595
$49,435.38
2015
$1,407.20
9
$83,052.60
0.558
$46,331.19
2016
$1,407.20
10
$83,052.60
0.523
$43,421.92
Reported
Total
Capital
Operating
Leases
$23,414.00*
Leases
Total Capital $1,489,581.00*
Lease
$1,158,572.63*
*In Thousands Along with the avoided liabilities, the reporting of operating leases leads to understated expenses. This next table shows the interest expense and depreciation expense being avoided over the next ten years, using the 6.7% rate found in Dollar General’s 10-K.
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Discount Rate
0.067
Term
10 Straight Line
Payment
Interest
Principle
Depreciation
1,158,573 2007
1,073,522
162,675
77,624
85,050
$115,857
2008
982,774
162,675
71,926
90,749
$115,857
2009
885,945
162,675
65,846
96,829
$115,857
2010
782,629
162,675
59,358
103,316
$115,857
2011
672,390
162,675
52,436
110,238
$115,857
2012
554,766
162,675
45,050
117,624
$115,857
2013
429,260
162,675
37,169
125,505
$115,857
2014
295,346
162,675
28,760
133,914
$115,857
2015
152,460
162,675
19,788
142,886
$115,857
2016
0
162,675
10,215
152,460
$115,857
*All Numbers in thousands. **The affects of the capitalization of these leases on the balance sheet can be seen in the appendix.
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Financial Analysis At this part of the valuation, it is important to tie together all the previous analysis. This gives a true sense of how the company is operating in the industry and where it is heading in the future. First we identified the business strategy and the five success factors. This tells us how the company plans to thrive in the discount retail industry. From the accounting analysis, we will be able to determine from past financial statements how the company will fund future growth. To properly forecast the future of Dollar General and assess their development, it is essential to calculate the liquidity, profitability, and capital structure ratios. Liquidity ratios refer to the amount of cash or equivalence on hand for operations. Profitability ratios determine the amount of profits based on operations. Capital structure ratios determine the cost of debt it takes to operate the business. These ratios will help determine how well the company is performing from a business strategy perspective to its competitors. Trend & Cross Sectional Analysis The analyses of a firm’s financial statements tell about its liquidity, profitability, and capital structure. Know these things when analyzing a firm is important in order to evaluate the firm and its performance. The liquidity ratios tell us how much of the firm’s assets is cash or cash-equivalents and in turn tell how timely they will be able to meet their current obligations. The profitability ratios tell how profitable a firm is based on its efficiency and rate of return. Finally, the capital structure ratios tell how the firm is financed and how much of their income is being used to pay interest versus how much is being used to pay the principal.
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Financial Ratio Analysis Several ratios can be performed to evaluate the financial position of a firm. Each ratio illustrates a different aspect of the company’s well being for example how quick assets can be converted in to cash to cover liabilities. The ratios can also tell how efficient the company is in the industry. Each ratio will be computed to reflect a 5 year trend of each company. Three main areas that will be focused on in the following section are liquidity ratios, profitability ratios, and capital structure ratios. These ratios will be used to asses Dollar Generals position in the discount retail industry. Each ratio will dissect the financial statements of Dollar General and their competitors. From these ratios, the value of the past performance can be determined as well as trends that can help in forecasting the future trends of the company. Liquidity Ratios Liquidity ratios apply to the amount of cash equivalent assets on hand for a firm and the ability to convert these into funds for future liabilities. The liquidity ratio will be broken down into two different types of ratios. The first two line items are current and acid test coverage ratios which display a company’s ability to cover debt with current assets. The next three ratios are operating efficiency ratios which consist of inventory turnover, receivable turnover, and working capital turnover. The operating efficiency ratios are based on the cause and effect using financial data from both the income statement and the balance sheet. The first sets of ratios we have analyzed are the liquidity ratios and of these the first to discuss is the current ratio. The current ratio is found by dividing a firm’s current assets by its current liabilities. Current assets are almost all assets besides land, buildings, equipment, and intangibles; and current liabilities are any liabilities that will be due in the next year. This number tells us 54
how many dollars of assets we have for every one dollar of liability. The higher the number this ratio is, the more liquid a firm is, or the greater ability it has to pay off its upcoming obligations. However if this number is too high above the industry standard the firm is most likely not using all their assets efficiently. The lower this number is the more debt the firm has in comparison to its assets, and therefore less able to pay them off. Dollar General’s current ratio over the past five years has remained just below the industry average. Although, when looking at the chart you can see that Dollar Tree has had a much higher ratio than the other firms, and in turn has brought the industry average up. Dollar General’s ratio being lower than the industry’s is nothing to be alarmed about, especially since they have constantly had more than one dollar of assets to every one dollar of liabilities. Current Ratio over the past five years 2002
2003
2004
2005
2006
Dollar General
1.37
1.99
2.22
2.1
1.89
Family Dollar
1.99
1.94
1.72
1.51
1.44
Dollar Tree
2.88
2.73
3.29
3.19
2.5
Fred’s
3.27
2.55
2.55
2.76
2.58
Below is the cross sectional analysis showing the trends of Dollar General over the past five years in comparison with the trends of its direct competitors and the industry as a whole. Dollar General started out with the lowest current ratio, but more recently has been just below the industry standard. While Family Dollar started out with a higher ratio than Dollar General, their ratio has been declining and they currently have the lowest ratio in the industry. Fred’s and Dollar Tree have ratios that remained higher than the industry in the past five years. This could mean they are inefficiently using their assets. Overall Dollar General has the best ratio because it is closest to the industry standard without
55
being too high. The trend with each competitor in the industry appears to be heading towards convergence within the next couple of years. Current Ratio 3.5 3 Dollar General
2.5
Family Dollar
2
Dollar Tree 1.5
Freds
1
Industry. Average
0.5 0 2002
2003
2004
2005
2006
The second liquidity ratio is the quick asset ratio or acid test. This shows how much cash or cash-equivalents there are for every dollar of liability and is found by dividing the quick assets by the current liabilities. Quick assets are cash and any assets that can be easily converted to cash if need be. Dollar General’s quick asset ratio has been pretty low for the past five years with the exception of 2004 where it peaked. This is similar to the current ratio in that too high a number can equate to inefficient use of assets. Recently Dollar General has remained below the industry average, but has still followed the industry’s trends. Acid Test for the past five years 2002
2003
2004
2005
2006
Dollar General
0.23
0.18
0.54
0.33
0.22
Family Dollar
0.41
0.35
0.21
0.16
0.22
Dollar Tree
1.13
0.64
1.08
1.15
0.8
Fred’s
0.26
0.09
0.04
0.046
.023
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Below is the cross sectional analysis of Dollar General’s quick ratio as well as its direct competitors and the industry’s as a whole. With the exception of Fred’s, the industry has remained within the range of a dollar over the past five years ($0.16-$1.15). Fred’s most likely has far too many assets in comparison to the industry, which shows signs of inefficiency. Dollar Tree, Dollar General, and Fred’s have all followed the industry trend the past five years, while Family Dollar has done just the opposite. Since Fred’s has such a higher ratio it has brought the industry ratio up; therefore there is no need to be alarmed over Dollar General being slightly lower than the industry.
Quick Asset Ratio 1.4 1.2 Dollar General
1
Family Dollar
0.8
Dollar Tree 0.6
Freds
0.4
Industry Average
0.2 0 2002
2003
2004
2005
2006
Although the next two ratios -inventory turnover and working capital turnover- are classified as liquidity ratios, they tell more about a firm’s operating efficiency than its actual liquidity. The first of these to analyze is the Inventory Turnover. This ratio measures how frequently the inventory in a company’s warehouse is used and replenished. The higher the number is the better because it indicates higher sales. This number is found by dividing the cost of goods sold
57
by the inventory and it tells us how many times per year the inventory is replenished. Dollar General, being the industry leader, has consistently had one of the highest inventory turnovers in the industry. Inventory Turnover for the past 5 years 2002
2003
2004
2005
2006
Dollar General
3.37
3.9
4.19
3.92
4.15
Family Dollar
0.64
0.6
0.59
0.06
0.08
Dollar Tree
0.26
3.4
3.27
3.85
4.32
Fred’s
4.04
4.13
3.9
3.76
3.76
2.077
3.01
2.98
2.89
3.078
Industry Avg.
The cross sectional analysis below shows the industry and its trends over the past five years. Family Dollar is well below the industry standard, showing that they are not selling efficiently enough to keep up with the industry. Dollar Tree experienced a tremendous amount of growth from 2002-2003 and has since been able to remain above the industry average; however if Family Dollar wasn’t so low, bringing the average down, Dollar Tree would probably be just below the industry average up until the past year or so. Fred’s has one of the higher turnovers of the industry showing very efficient sales, with a slight decline just recently. Dollar General’s ratio was rising until 2004 with a decline in 2005 and now is almost back on track. Dollar General has followed the industry trend more than any of other firms and has remained above the industry every year. Operating efficiency has been consistent with inventory turnover averaging four times a year. This shows that their inventory is fairly liquid with three month intervals out of the year.
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Inventory Turnover 5 4.5 4 3.5 3 2.5 2 1.5 1 0.5 0
Dollar General Family Dollar Dollar Tree Freds Industry average
2002
2003
2004
2005
2006
The other liquidity ratio that measures operating efficiency is the Working Capital Turnover. This number is found by dividing a company’s sales by its working capital, working capital being the company’s current assets less its current liabilities. Working capital measures how many sales dollars every one dollar of working capital can generate. The higher this number is the better, because it indicates higher sales. Dollar General has set the industry standard for working capital turnover and has had the highest turnover every year for the past five years with the exception of 2004. Since 2004, Dollar General has had a steadily rising turnover. Working Capital Turnover 2002
2003
2004
2005
2006
Dollar General
12.6
9.25
7.56
8.46
10.35
Family Dollar
0.24
0.25
0.3
0.27
0.08
Dollar Tree
0.32
6.12
4.63
5.24
6.89
Fred’s
6.58
7.97
7.87
7.08
7.43
Below is the cross sectional analysis of Dollar General’s working capital turnover as well as its direct competitors and the industry as a whole. As you can 59
see Dollar General leads the industry and has had the highest turnover every year for the past five years, with the exception of 2004, where they were just barley behind Fred’s. Since 2003 Dollar General has been setting the trends for the industry. Family Dollar has a very low turnover relative to the other companies, while Fred’s and Dollar Tree are just a little behind Dollar General.
Working Capital Turnover 14 12 Dollar General
10
Family Dollar
8
Dollar Tree 6
Freds
4
Industry average
2 0 2002
2003
2004
2005
2006
The nature of the discount retail industry does not entail the need for accounts receivables. The industry is dependent on the volume of purchases because basic commodities are sold at low prices. As a result, the average customer purchase was $9.36 in 2006. (Dollar General 10-K) Therefore the accounts receivable turnover ratio will not be calculated for Dollar General. If the receivables turnover ratio were to be calculated, it would be performed by taking total sales and dividing it by accounts receivable. This would be a valuable tool for determining the corporations cash to cash cycle. This is the measure of how long it would take to free up cash from accounts receivables and inventory. The faster the cycle is the more amounts of cash is available for operations and reducing debt. The only part of this cycle that Dollar General can monitor is the day supply of inventory. In essence, the cash to cash cycle for the
60
industry is just the day supply of inventory. This is first half of the cash to cash cycle. This is calculated by taking the number of days in the year and dividing it by the inventory turnover ratio. The smaller the ratio is the better it is for the firm. It states how many days inventory stays in storage instead of being sold on the floor. Below is a chart showing the day supply of inventory for Dollar General and the industry. They have been leading the industry with Fred’s and have remained below the industry average. This is favorable because it shows that inventory is generating revenue instead of sitting in storage.
Day Supply of Inventory 7000 6000 5000
Dollar General Family Dollar
4000
Dollar Tree 3000
Freds Industry Average
2000 1000 0 2002
2003
2004
2005
2006
Liquidity overview Over the past five years Dollar General has followed the industry liquidity trends quite consistently and has set the trends in inventory and working capital turnover. Dollar General is quite liquid in comparison to the industry which means they are able to quickly convert their cash to assets if necessary to meet current and upcoming obligations. Dollar General has shown great ability to generate sales over the past five years and is the leader in its industry.
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Profitability Ratios The basis of profitability ratios is to determine the rate at which a company can turn a profit off of operations. Four main factors determining profits are operating efficiency, asset productivity, rate of return on assets, and rate of return on equity. The overall goal of any company is to make sales at the lowest cost feasible to achieve profits. This operating efficiency is measured by the gross profit, operating profit, and net profit margin. Asset productivity is the efficiency rates a company can turnover investments of assets into revenue. This is calculated by the ratio of return on assets. Lastly, the rate of return on equity measures the effectiveness a company can produce earnings growth from investments.
Gross Profit Margin 0.4 0.35 0.3
Dollar General
0.25
Family Dollar
0.2
Dollar Tree Freds
0.15
Industry average
0.1 0.05 0 2002
2003
2004
2005
2006
The gross profit margin ratio measures the gross profits of the company to the amount of sales. We can determine how well a company has minimized cost of good sold. According to the graph, Dollar General has maintained about a 25 to 30% ranges on it gross profit margin for the past five years. Fred’s Inc has
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remained about the same as Dollar General, but Dollar Tree has minimized more cost of good sold and created more profit. Dollar Tree has done average on its profit margin, but as Dollar Tree’s ratios prove, Dollar General can improve on its efficiency whether it is improving inventory costs or finding cheaper suppliers.
Operating Profit Margin 0.12 0.1 0.08 Dollar General
0.06
Family Dollar
0.04
Dollar Tree
0.02
Freds
0 -0.02
2002
2003
2004
2005
2006
Industry average
-0.04 -0.06
Operating profit ratio measures the same thing the gross profit ratio measures, but it includes selling and administrating expenses. Once again, Dollar General has maintained an average percentage of the past five years of around 7 %. Compared to Fred’s Inc, Dollar General has done well to keep costs at a minimum. As before, Dollar Tree has maintained greater efficiency of the past five years on average, but we should expect this because their gross profit margin was higher. Once again we did not include Family Dollar in our valuation of Dollar General though we did consider that Family Dollar did have a higher operating profit ratio in 2006. We have concluded from the above data that Dollar General is only doing average to the rest of the market. The trend of the overall industry seems to be converging on Dollar General’s position, but we believe that Dollar General can improve its position in the industry by getting rid of excess cost.
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Net Profit Margin 0.08 0.06
Dollar General
0.04 Dollar Tree 0.02 Family Dollar
0 -0.02 -0.04 -0.06
2002 2003 2004 2005 2006
Freds Industry average
-0.08
The net profit margin considers the overall effect of expenses compared to sales and other income. We see that Dollar General has flat lined over the past five years. They have no trends of growing or shrinking and have maintained about a 4% net profit. The slightly higher margin for Dollar General is because of an interest income. Dollar General’s competitors Family Dollar and Dollar Tree have done a slightly better job over the past five years except for 2006 where Family Dollar has incurred more costs. Fred’s Inc. has done the worst in the industry with a ratio of only 2% in the past two years. Dollar General has a good job of maintaining a near average ratio margin, but competitors are doing better which means Dollar General is not as efficient as they could be.
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Asset Turnover
3.5 Dollar General
3
Dollar Tree
2.5 2
Family Dollar
1.5 Freds 1 Industry average
0.5 0 2002 2003 2004 2005 2006
The asset turnover ratios were used earlier as an expense diagnostic. We have now used average assets instead of total assets. The asset turnover ratios show that for every dollar of assets the company has a certain number of sales will be made. In the past five years, Dollar General has improved their revenue profitability. In 2002, they were getting two dollars worth of sales for every asset. They have steadily increased this number over the past five years and in 2006 they are up to about 3.2-3.3 dollars per asset. Compared to the competitors only Fred’s Inc has done a better job of asset turnover then Dollar General. Fred’s inc. high asset turnover can be explained by size. They have far less inventory and are a much smaller company then the other three companies. Family Dollar has maintained a 2.5 asset turnover which is only slightly up from past years. Dollar Tree has been lagging behind at 2.2 asset turnovers which have been slightly better then past years. We can conclude from this information that Dollar General is doing a good job of using assets to support sales volume.
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Return on Assets 0.16 Dollar General
0.14 0.12
Dollar Tree
0.1 Family Dollar
0.08
Freds
0.06 0.04
Industry average
0.02 0 -0.02
2002 2003 2004 2005 2006
The return on asset is the overall measure of profitability. It uses the net income and the average total assets which include parts of other ratios mainly net profit margin and asset turnover ratio. By dividing net income by assets we can determine the return on the assets. We hope to see a greater percentage from year to year. As the graph displays, Dollar General over the past five years has increased its ROA except for the last year. It is now at a 12 % ROA down from 13% the year before, but the company has improved its ROA from 2002 where it was at a 9% ROA. Dollar General has done relatively well against its competitors. Dollar Tree has maintained a 10 % ROA in the past three years while Family Dollar and Fred’s Inc are down to 5% ROA. We can conclude from this information that Dollar General is doing overall better on its profitability from asset productivity and operating efficiency compared to the other companies in the industry. However, the recent decline, which is slightly unfavorable, in ROA may be signaling a downward trend which could bring it further down to the industry average.
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Return on Equity
0.25 Dollar General 0.2 Dollar Tree
0.15
Family Dollar
0.1
Freds
0.05 0 -0.05
2002 2003 2004 2005 2006
Industry average
The Return on equity is the net income of the company divided by the past years owners equity. The ROE measures the amount of the owner’s interest in total assets (class notes). We expect to this ratio much larger then the ROA because equity is only a part of assets and would only equal ROA if the company had no debt. As you can see from the chart, Dollar General finances its operation with great debt then the other companies. Overall, Dollar general has maintained about the same mount of return for the past 5 years. The others companies have lower ROE this could be due to the fact that they finance there companies operations with less debt. The more profit a company gets each year we should see an increase in ROE. The past five years there has not been a significant increase in ROE. We do not to expect to see much change in ROE in the next few years because of the competitive nature of the industry. Dollar General may have a slight advantage because of their leverage as long as they can maintain there debt covenants.
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Profitability overview In conclusion Dollar General has by and large has followed the industry trends in profitability. Dollar General has a lower gross profit margin and a slightly lower net profit margin recently. While the gross profit has remained lower than the industry, it has still followed it. However net profits has remained almost constant over the past five years, since sales have been rising. There is obvious room for improvement here. Seeing that the operating profit and net profit have remained constant over the past five years while gross profit has risen it shows us that general selling and administrative costs might need to be cut in order to start increasing profit. They have set the industry trends for asset turnover and their return on equity and have lead the industry in return on assets. Overall Dollar General is the industry leader and has maintained its ability to generate profit, with some slight room for improvement. Capital Structure Ratios The capital Structure Ratios are designed to identify how much of the firms assets are financed through debt and owners equity. The next three ratios, Debt to Equity ratio, Time Interest Earned, and Debt Service margin, will present how much each firm in the industry invests in debt. They will also consider how well the company can meet its debt obligation requirements. We will use these ratios to evaluate Dollar General to the rest of the industry and draw conclusions about the ability of the company to manage its capital structure.
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Debt to equity 2.5 Dollar General 2 Dollar Tree 1.5 Family Dollar 1 Freds 0.5 Industry average
0 2002 2003 2004 2005 2006
The debt to equity ratio takes the total liabilities and divides them by the total owner’s equity. This ratio gives us an idea of the weight of liabilities compared to owner’s equity. Knowing these ratios gives us an idea of what the company’s credit risk can be and how it compares to other companies. Dollar General in 2002 was financing its company with over 2 dollars debt to 1 dollar owner’s equity. In the next few years, they took several steps to reduce liabilities and maintain proper debt leverage. They have managed to lower their debt to equity to just below 1. The competitors have had significantly lower debt to equity ratios. Most companies have financed most of their assets with owner’s equity. Family Dollar is the only company that has increased to 1 dollar of liabilities to 1 dollar of owner’s equity. We believe it is important for Dollar General to maintain low levels of debt obligation. The nature of the discount retail industry gives very little leeway. If a company falls into debt, it is much harder to gain the resources to pay off debt obligations because of the highly competitive nature of the industry.
69
Times Interest Earned 250 Dollar General
200
Dollar Tree
150
Family Dollar
100
Freds
50 0 -50
2002 2003 2004 2005 2006
Industry average
The times interest earned ratio tells us is how long it takes a company to operate to cover the cost of interest expense. This is important because a company would want to have high earnings with low interest expense. The ratio is calculated by taking the operating income before interest and taxes and dividing it by interest expense. As interest expenses increases for a company it reduces the profits towards adverse conditions. Dollar General’s ratios have been on a steady increase for the past five years merging to the market trend in 2006. This shows that Dollar General is about par with the industry regarding interest costs. If this ratio were to deviate from the industry norm, this would be a red flag to alert managers that something could be awry. The stable increase in this ratio for Dollar General shows favorable growth in operating income to interest expense. This is crucial because income from operations should be adequate enough to cover expenses otherwise it could lead a decrease in profits. It is important to note that Fred’s Inc. ratios are considerably higher than the industry because of their high operating income in relation to interest expense.
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Though they are a competitor of Dollar General, it should not be a benchmark because their ratios are higher than the industry average year to year. Debt Service Margin 2.5 Dollar General
2
Dollar Tree
1.5
Family Dollar
1
Freds
0.5
Industry average
0 2002 2003 2004 2005 2006 -0.5
The debt service margin reveals the capability of a company to pay annual installments of long term liabilities. This is calculated by dividing cash from operations by installment payments of long term debt. It would be favorable for a company to have a ratio greater than 1 because it shows that enough revenue is being generated to cover long term debt. The greater the ratio the better off a company is financially. In 2002, Dollar General’s ratio was at low of .78 but increased to above 2 in 2006. This is a valuable tool to an analyst because it tells if a company is able to pay off its long term debt. It would be concerning if the ratio was consistently under 1 year after year showing more debt than incoming cash. In comparison to Dollar General’s competitor Dollar Tree, their ratios are above 1.5 in 2006. This is a favorable ratio for the two companies after both dropping .5 respectively within the past 3 years. There was not enough data available to calculate the ratio for the rest of the competitors.
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Though this does not show a complete trend in the industry, we felt that it was sufficient enough in comparison to Dollar Tree.
Capital Structure overview Capital structure ratios show how a firm is financed. While Dollar General has a lot of debt in comparison to the industry, they have greatly reduced it over the past five years and are continuing to do so. Also they have had a consistent increase in their ability to pay they interest on this debt, as well as steady increase in their ability to pay their long term debt (with the exception of 2005). Overall this shows Dollar General has been improving their capital structure over the past five years and will most likely continue to do so in the future.
IGR/SGR Ratios When forecasting a company’s future outlook, it is important to know what the internal growth rate (IGR) and the sustainable growth rate (SGR) is. The SGR is the maximum amount of growth a company can maintain without increasing its debt. On the other hand, the IGR is the peak at which a company may grow without external financial assistance. These ratios will help determine how much of the projected growth will be funded by operations instead of borrowing. In order to be competitive in the discount retail industry, a company must grow but not a large expense of debt. These growth rates are a key to determine how successful future developments will be.
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IGR 14
12
10 Freds 8
dollar tree family dollar Dollar general
6
industry 4
2
0 2002
2003
2004
2005
2006
2007
As shown above, the IGR for Dollar General is leveling off after peaking in 2004. The internal growth rate for the industry appears to be decreasing across the board. Although rates are decreasing, Dollar General’s rates are well above its competitors. This indicates they are able to grow with less financial debt, which increases net income in the long run. This is favorable because it allows room for growth in the industry without the expense of debt. Internal growth rate is calculated by multiplying the return on assets by one minus dividends divided by net income. Return on assets is a large factor in determining how much a firm may grow. As more revenue is generated from assets, more will be allocated towards net income and will be available for future expansion.
73
SGR 25
20
freds
15
dollar tree family dollar dollar general
10
industry
5
0 2002
2003
2004
2005
2006
2007
Sustainable growth rate is affected by the internal growth rate and the debt to equity ratio. It is calculated by multiplying the IGR by one minus the debt to equity ratio. It is beneficial to have a higher IGR to sustain the company’s growth. As shown in the above chart, Dollar General is able to sustain their growth well above their competitors. This is explained by keeping the debt to equity ratio as low as possible. It is beneficial for a company to maintain a fair amount of debt and equity for operations. If Dollar General were to increase the amount of debt used to finance their operations it would cost more reducing profits. Analyzing the IGR and SGR for Dollar General reveals that they are able to experience growth in the future with minimal debt. Maintaining a good ratio of return on assets and a low debt to equity makes this possible. In order for Dollar General to remain profitable in the discount retail industry, they must
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grow by increasing sales and improving their market presence. Generally speaking, these growth rates are an encouraging sign for the future of this company. Forecasting financial statements Forecasting a firm’s financial statements will help us to understand where the company stands and where the company will be in the future. To forecast Dollar General’s financials, we took the past 5 years of the company’s financials and forecasted those 10 years out to the future. We forecasted the income statement using assumptions from the past 5 years of sales and looking at the industry trend. To forecast the balance sheet, we took into factor Dollar General’s inventory turnover ratio, current ratio, and asset turnover ratio. We forecasted the statement of cash flows by taking into account the cash flow from operations divided by net income (CFFO/NI), cash flow from operations divided by sales (CFFO/SALES), and cash flow from operations divided by operating income (CFFO/OI) ratios. Income Statement Forecasting our financial statements was required to perform a prospective analysis of Dollar General. These projected statements form the foundation to determine the corporation’s future potential. Long term forecasts of 10 years were implemented which implied that assumptions were made on our behalf. The first financial statement to forecast is the income statement. This is the easier statement to forecast out of the three statements and require fewer assumptions on our behalf. Since this has the fewest assumptions of the forecasted statements, this is considered to be the most accurate. Dollar General has already released its first 10-Q of the year on May 4, 2007. This means that there is already accurate data for the first quarter to base our forecast on for the remaining year. To start off, we assumed a growth of sales 75
to be 10%. This growth rate was derived from the average of the past five years of sales reported on the income statement. We felt that this was an efficient growth rate because between the years of 2003 and 2006 the average growth rate was 11%. We assumed a more reserved growth rate of 10% to forecast our variable sales from new store openings and upcoming product lines. Dollar General is below the industry average of 13.06%, but is trying to increase sales by adding a wider variety of merchandise. The estimate of our cost of goods sold is approximately 73% of net sales each year. This was determined from our common sized income statement shown below.
Common size Income Statement Dollar General
Actual Financial Statement
Forecast Financial Statement
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
100%
100%
100%
100%
100%
100%
100%
100%
100%
100%
100%
100%
100%
100%
100%
Cost of goods sold
72%
71%
70%
71%
73%
73%
73%
73%
73%
73%
73%
73%
73%
73%
73%
Gross profit
28%
29%
30%
29%
27%
27%
27%
27%
27%
27%
27%
27%
27%
27%
27%
SG&A Expenses
21%
22%
22%
22%
21%
21%
23%
23%
23%
23%
23%
23%
23%
23%
23%
Operating profit
7%
7%
7%
7%
6%
6%
4%
4%
4%
4%
4%
4%
4%
4%
4%
Interest expense Income before income taxes
1%
0%
0%
0%
0%
0%
1%
1%
1%
1%
1%
1%
1%
1%
1%
7%
7%
7%
6%
6%
6%
2%
2%
2%
2%
2%
2%
2%
2%
2%
Total current income taxes
1%
2%
2%
2%
2% 4%
4%
4%
4%
4%
4%
4%
4%
4%
4%
Net sales
Income taxes
2%
3%
2%
2%
2%
Net income
4%
4%
4%
4%
4%
The common size income statement is a reflection of the income statement but every line item as a percentage of sales. Sales starts out as 100% and every item on the income statement are divided by sales. From this we determined our cost of goods sold to be 72.95% of our base years of 2002-2006. Using the same methodology with the common size income statement, we forecasted interest expense, operating income, and selling, general and administrative (SG&A) expenses. Net income was forecasted using a growth rate of 9%. The percentage was a result from the average growth for the past five 76
years. With a few reasonable assumptions made on our behalf of past information, the groundwork of our forecast is completed with the income statement.
Dollar General
Actual Income Statement
*In millions
2003
2004
2005
2006
Forecasted Income Statement 2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
Net sales
6100
6871
7660
8582
9526
10478
11526
12679
13947
15342
16876
18564
20420
22462
24708
Cost of goods sold
4376
4853
5397
6117
6912
7644
8408
9249
10174
11192
12311
13542
14896
16386
18025
Gross profit
1724
2018
2263
2464
2613
2834
3117
3429
3773
4150
4565
5021
5524
6076
6684
SG&A
1296
1496
1706
1902
2000
2200
2674
2941
3236
3559
3915
4307
4737
5211
5732
457
511
556
561
613
633
443
488
537
591
650
715
786
865
951
42
31
28
26
23
21
168
185
204
224
247
272
299
329
361
414
479
534
544
589
612
275
302
333
366
403
443
487
536
590
427
465
507
553
603
657
716
781
851
928
Operating profit Interest expense Income before income taxes Total current income taxes
66
158
164
186
200
Income taxes
149
178
190
194
197
Net income
264
301
344
350
391
Balance Sheet The next financial statement in line to forecast is the balance sheet. This will be a little less accurate because this forecast will be based off our forecasted data from the income statement instead of past balance sheet numbers. To forecast the balance sheet out ten years into the future, we enlisted the aid from a few liquidity ratios covered earlier. The first line item to forecast is inventories. To maintain consistency, we used the inventory turnover liquidity ratio. The basis of this ratio is to take costs of goods sold and divide it by inventory. For Dollar General the ratio is four, stating that inventory is replenished four times a year. Since we already have the costs of goods sold forecasted from our income statement, we manipulated the formula to determine that inventory is approximately a quarter of costs of goods sold projected annually. The next item in line is total assets. For this, we used the asset turnover ratio which is sales divided by total assets. As previously discussed, Dollar General’s asset turnover ratio in 2006 is 3.1. From this we rearranged the equation and forecasted total assets as a third of sales each year. The next
77
major item in our balance sheet to forecast is total current liabilities. For this account, we used the current ratio to project the estimated data. The current ratio is a result of taking current assets and dividing it by current liabilities. We took the industry average of 2.1 for this ratio and used it as a tool to predict our current liabilities. At this point of the forecast, it is important to make sure the financial statements flow together. We need to make sure our statements reflect the flow of cash from net income into our retained earnings on the balance sheet. Our forecasted retained earnings is a result of our previous year’s retained earnings plus next year’s net income and subtracting next year’s dividends. This is repeated for the remainder of the forecast of retained earnings. The flow of cash is shown in the table below. Statement of Retained Earnings Forecasted Financial Statement *In thousands
2007
Beg RE Net Income Dividends End RE
1,434,537
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
1,434,537
1,808,385
2,218,670
2,669,308
3,164,932
3,710,230
4,310,932
4,970,105
5,693,336
6,486,651
426,020 52,172
464,363
506,155
551,708
601,362
655,485
714,479
778,782
848,872
925,271
54,078
55,517
56,084
56,064
54,783
55,306
55,551
55,557
55,452
1,808,385
2,218,670
2,669,308
3,164,932
3,710,230
4,310,932
4,970,105
5,693,336
6,486,651
7,356,470
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Dollar General *In Millions
2003
Actual Balalnce Sheet 2004 2005 2006 2007
ASSETS Cash & cash equivalents Short-term investments Merchandise inventories Deferred income taxes Prepaid expenses & other current assets Total current assets Land & land improvements Buildings Leasehold improvements Furniture, fixtures & equipment Construction in progress Gross property & equipment Less accumulated depreciation & amort. Net property & equipment Other assets, net Total Long-term assets Total assets
121 1123 33 45 1323 145 333 157 940 1 1577 584 993 15 1010 2333
398 1157 30 66 1652 145 333 170 1039 19 1709 720 989 11 1000 2652
232 42 1376 24 53 1730 145 333 191 1196 74 1940 859 1080 29 1111 2841
200 8 1474 11 67 1762 147 381 209 1437 46 2221 1029 1192 37 1230 2992
189 29 1432 24 57 1742 147 437 212 1617 16 2430 1193 1236 60 1298 3040
16 341 63 73 29 239 67 664 199
16 383 78 97 35 297 45 743 199
12 409 72 118 39 333 69 825 199
LIABILITIES AND OWNER'S EQUITY Current portion of long-term obligations Accounts payable Accrued compensation & benefits Accrued insurance Accrued taxes (other than taxes on income) Accrued expenses & other current liabilities Income taxes payable Total current liabilities Notes Tax increment financing Capital lease obligations Financing obligations Long-term obligations, incl current portion Less: Current portion Long-term obligations Deferred income taxes Other liabilities Total liabilities
52 94 346 16 330 50
38 44 282 16 265 66
28 43 271 12 258 72
8 508 53 154 58 372 43 933 199 14 22 42 278 8 269 67
1751
1653
1708
1832
8 555 41 76 50 253 15 832 199 14 18 37 270 8 261 41 158 1838
164 421 1102 -0.97 1687
157 462 1106 -0.79 -
156 486 1434 -0.99 -
-
-
-
-
-
-
SHAREHOLDERS EQUITY Common stock Additional paid-in capital Retained earnings Accumulated other comprehensive income Shareholders' equity before undernoted Less com stk purch by employ dfd comp trust Less unearned comp rel to outstg restrict stk Other shareholders equity Alternative equity
166 313 812 -1 1290
168 376 1037 -1 1581
2 1291
2 1 1583
-2 1684
-4 -4.79
0.42 -0.57
Total shareholders' equity Total Liabilities and equity
1288 3039
1576 3229
1684 3392
1720 3552
1745 3583
2008
2009
2010
Forecasted Balance Sheet 2011 2012 2013 2014
2015
2016
2017
1860
2069
2301
2559
2847
3167
3522
3918
4358
4847
1948
2167
2410
2681
2982
3317
3689
4104
4565
5077
1283
1427
1587
1765
1964
2184
2430
2702
3006
3344
1341 3290
1492 3659
1660 4070
1846 4527
2053 5036
2284 5601
2541 6230
2826 6930
3143 7708
3496 8574
927
1031
1147
1276
1420
1579
1757
1954
2173
2417
3288
3283
3284
3290
3303
3324
3352
3393
3448
3520
375
785
1236
1731
2277
2877
3537
4260
5053
5923
2075 3290
375 3659
786 4070
1236 4527
1732 5036
2277 5601
2878 6230
3537 6930
4260 7708
5054 8574
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Statement of Cash Flows To begin our forecast of Dollar General, we took our forecasted net income and stated it in the cash flow. We took into account depreciation of plant, property, and equipment and saw how vital the depreciation was to Dollar General’s cash flow. Our forecasted growth rate for depreciation is 7%; our net income growth rate of 9% makes it seem reasonable to have depreciation growth in the area of our net income growth. We forecasted the operating activities which grew in total over the ten years by 150% with a growth rate of 11%. We forecasted the dividends by taking the average cash dividends paid from the past five years. We choose this method because we believe it is highly unpredictable when and how much a firm is willing to pay dividends. We have concluded that the statement of cash flows is by far the hardest set of financials to forecast. * See Appendix
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Cost of capital estimation A proper valuation of a firm’s projected growth and success requires an estimate of its cost of capital. This cost amounts to all the acquisitions that bring or add value to a firm or corporation. As a leader in the discount retail industry, Dollar General makes a number of strategic moves such as opening new stores and adding new inventory to maintain its position. This of course costs the corporation capital and should be monitored carefully to supplement the expected growth. Calculating the cost of capital requires the cost of debt and equity to be determined first. Dollar General’s cost of debt was not explicitly stated in our 2006 10-K so an estimate was needed. This was achieved by using the most recent balance sheet from the 10-K. The weighted average cost of debt before taxes was used to establish our cost of debt. We took the current and long term liabilities and figured the value of its weight in terms of total liabilities and multiplied this by the market interest rate. For the market interest rate, we used the 3 month non-financial commercial paper rate from the St. Louis Federal Reserve website. The sum of each line item of liabilities resulted in a cost of debt of 5.19%. Another estimate was needed for the cost of equity for Dollar General. This was achieved by running a sequence of regression analysis to measure the variables involved in calculating the cost of equity. A regression analysis measures the relation of a dependent variable to a specified independent variable. In our case, the dependent variable is the market risk premium and the independent variable is the returns on the shares. In this estimation process, we needed the T-Bill rate from the Federal Reserve. The regression analysis was implemented for five different time periods of 3 months, 6 months, 2 ,5, and 10 years. This was used to establish which variables would provide the most accurate data to determine the cost of equity. After running the series of regressions, the results were close across all the time tables. From 2 months to 10 years, the output was similar. The could be explained by the stable nature of
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the discount retail industry where there is constant market risk, from changes in stock prices and interest rates that will not likely alter between time periods. From the regression, we took the beta with the highest explanatory power. Our beta appeared fairly stable and consistent across all the regression periods and years. The beta would decrease from 72 months all the way to 24 months. Regression output 3 month
72 60 48 36 24
Beta 1.19 1.02 1.5 0.53 0.28
6 month R square 0.19 0.14 0.14 0.02 0
72 60 48 36 24
2 years
72 60 48 36 24
Beta 1.19 1.02 1.51 0.54 0.31
Beta 1.19 1.02 1.5 0.53 0.29
R square 0.19 0.14 0.14 0.02 0
5 years R square 0.19 0.14 0.14 0.02 0
72 60 48 36 24
Beta 1.19 1.01 1.51 0.54 0.31
R square 0.19 0.14 0.14 0.02 0
10 years
72 60 48 36 24
Beta 1.18 1.01 1.51 0.54 0.31
R square 0.18 0.14 0.14 0.02 0
The explanatory power yield is a key factor in determining the cost of equity because it interprets the degree of the output as a result of the input. With this said, the highest amount we received from the regression was 19%. This is not a strong and convincing number to base our results on. This means that 81% of the ensuing estimated figures are not a result of the inputs. A slight 82
decrease in the explanatory power from the 10 year to the 5 year regression indicates that a shorter term would provide to some extent, higher assurance in the results. Using this as a guide, and our stable results of beta we are now almost able to calculate the cost of equity using the capital asset pricing model. The next item in line to find is the risk free rate. For this rate we used a 1-year treasury constant maturity rate of 4.98% from the St. Louis Federal Reserve website. Referring to the textbook, Business valuation and analysis, when analysts use the rate of treasury bonds as the risk free rate, “the average common stock return (based on returns of the S&P 500 index) have exceeded that rate by 7.0 percent.” (Palepu 8-3) Adopting this technique and using the capital asset pricing model, we concluded that our cost of equity is 12.09%. Our cost of debt was calculated from determining the weighted average cost of debt from our most recent 10-K. We observed the stated long term debt and took the weighted average of it. Once again, we used an interest rate from the St. Louis Federal Reserve website. The 3 month non-financial commercial paper rate was implemented as our rate of interest. From this, we multiplied each weighted average debt by this rate and resulted with the value weighted rate. The resulting sum of these calculations turned out to be Dollar General’s estimated cost of debt before tax. WACC estimation Now that we have found the estimated cost of debt and equity, we can calculate the weighted average cost of capital. The value of equity was determined by taking the total number of outstanding shares and multiplying it by the share price. These figures were attained from the date of valuation of June 1, 2007. Dollar General’s market value of debt was determined to be the book value of its total liabilities. Adding these two amounts together gives the approximate value of the firm. From the stated values, our estimated WACC is 10.99% before tax. Dollar General reports a tax rate of 35% in their most recent
83
10-K, therefore we will use this as the effective tax rate to determine WACC after tax has been implemented. The after tax WACC is 10.7%. WACC (revised) Capitalizing Dollar General’s operating leases increases their liabilities by 1.2 billion. This has no effect on the cost of equity. This is a result of taking lease expenses off the income statement and adding it to liabilities and assets on the balance sheet. The capital asset lease account increases by the same amount as debt when this is done. As a result, the debt to equity ratio increases from .74 to 1.45. This in turns causes their cost of debt to increase by 8%. This causes the cost of debt to be approximately twice as less as the cost of equity. From the revision, we recalculated Dollar General’s WACC to be 11%. Valuation Analysis In the previous sections, we have analyzed Dollar General’s industry, accounting, and financials. With all the data that we have gathered, we can price the company relative to the industry and put a value on the company. There are several ways in which we can price Dollar General. In the next few sections, we will run several different methods of valuing price. Each method we use will give us an idea on determining if the company is overvalued, undervalued, or fairly valued. We will be taking into account a mixture of financial and accounting methods. To begin, we will use method of comparables. The ratios we will be using consider the average of the industry and price Dollar General relative to the other firms. The method of comparables is relatively inaccurate due to the fact that we are taking the average of the industry and the amount of variation is high. After we have priced the company comparatively, we will use several theoretical valuation models. The theoretical models are more reliable. The
84
theoretical model take forecasted information and determines the present value of the company. After we have collected all the data from the method of comparables and theoretical model valuation, we can then determine weather or company is valued correctly. Our overall valuation will consider all the information from previous sections as well as the price that we determine to be most accurate. Method of comparables The Method of comparables uses several ratios to value the firm. We will be taking the industry average for each ratio excluding Dollar General. We will then determine a price relative to the industry average using algebra. We will be pricing Dollar General using the P/E ratio (trailing and forecasted), the P/B ratio, the P.E.G. ratio, the P/EBITDA ratio, P/ FCF ratio, and Enterprise value/ EBITDA. After we have calculated each ratio, we will determine whether Dollar General is overvalued, undervalued, or fairly valued compared to the industry average. Price to Earnings Ratio (Trailing) Millions
PPS
EPS
P/E
Industry Average
$21.74
Family Dollar
$35.11
$1.54
$22.80 Dollar General Estimated Price
Dollar Tree
$42.85
$1.93
$22.20
Fred's
$13.55
$0.67
$20.22
Dollar General $21.76
$0.44
P
Valuation=
$9.57
Overvalued
The trailing P/E Ratio prices the companies using past data and is very inaccurate since it is valuating the company based on past performance. According to the ratio, Dollar General is considerably overvalued. Dollar General
85
as of June 1st is selling at a price of $21.76. In our calculation, we determined that the price based on the past performance should be $9.57. We will not be considering this ratio as much as other on the pure fact that it does not accurately portray the future of the firm.
Price to Earnings Ratio (Forecast) Millions
PPS
Family Dollar Dollar Tree Fred's
$35.11 $42.85 $13.55
Dollar General $21.76
EPS
$ 1.85 $ 2.41 $ 0.89
$0.45
P/E
Industry Average
$17.33
Dollar General Estimated $ 18.98 Price $ 17.78 $ 15.22
P=
$7.80
Valuation= Overvalued
The forecasted price to earnings ratio uses forecasted earnings to project what the price should be in the future. The forecasting P/E ratio does a better job of predicting the future price of a company then the trailing P/E. In the table above, we have calculated the forecasted price using the forecasting P/E. We calculated that the price of shares given the forecasted P/E should be $7.80. Once again, Dollar General is overvalued company if we use the forecasted P/E ratio as an indicator of price. The numbers still have the potential of being skewed because the earnings per share of each company have a large amount of variation. The industry average is still being used and therefore is very inaccurate.
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Price to Book Ratio Millions
PPS
BPS
P/B
Industry Average
Family Dollar Dollar Tree Fred's
Dollar General Estimated $35.11 $3.95 $8.89 Price $42.85 $3.87 $11.07 $13.55 $1.46 $9.28
Dollar General $21.76 $5.54
$9.75
P=
$54.00
Valuation= Undervalued
The price to book value ratio takes the current price and divides it by the book value per share. Once we computed the P/B of each company, we took the average. We then were able to calculate the price of Dollar General given their book price per share of $5.54. We calculated the price given the book value to be $54. We calculated with the P/B ratio that the company is undervalued. We did not consider this calculation in are judgment of valuation. It is a very inaccurate estimation because of the book value being recorded under historical price.
P.E.G. Millions
PPS
Family Dollar Dollar Tree Fred's
35.11 42.85 13.55
Dollar General
21.76
EPS
Earnings Growth per share
$
1.85
12%
$
2.41
14%
$
0.89
15%
$0.45
5%
PEG
1.61 1.27 1.03
Industry Average
$1.30
Dollar General Estimated Price P=
$2.92
Valuation= Overvalued
The PEG ratio uses the P/E ratio and divides it by the estimated growth of earnings. We calculated the average of every other company’s PEG to be 1.30. By using algebra, we were able to back into the price of Dollar General given a 87
5% growth rate of earnings. We calculated the value of Dollar General to be .03 cents. Dollar General is overvalued given this information. We believe the estimates to be very inaccurate due to the fact that we collected unreliable data from yahoo finance, but used our calculations for Dollar General. There is just too much variation in the earnings growth and earnings per share to get an accurate picture of Dollar General’s price relative to the industry. Price to EBITDA Millions
Family Dollar Dollar Tree Fred's
PPS
EBITDA
P/EBITTDA Industry Average
$35.11 $542.16 $42.85 $488.80 $13.55 $75.53
$0.11
Dollar General Estimated $0.06 Price $0.09 P $0.18
Dollar General $21.76 $255.28
$28.24
Valuation= Undervalued
The price to EBITDA is removes the interest and tax expenses from the valuation. We calculated the industry average to be .11 cents. By multiplying the industry average by the EBITDA of Dollar General we were able to arrive at a price of $28.24. The price indicates that Dollar General is an undervalued firm. Once again, the information is inaccurate due to lack of other relevant factors. Price to Free Cash Flows Millions
Family Dollar Dollar Tree Fred's
PPS
$35.11 $42.85 $13.55
Dollar General $21.76
FCF
P/FCF
157645 222100 5770 123,393
Industry Average
Dollar General $0.0002 Estimated Price $0.0002 P $0.0023
$0.001
$123.39
Valuation= Undervalued
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We calculated the average P/FCF to be $.001. We were able then to calculate the price of Dollar General by multiplying the FCF of 123,393 by the industry average P/FCF of $.001 to give us a price of $123.39. The P/FCF ratio undervalues Dollar Generals current price. Enterprise Value to EBITDA Millions
EV
EBITDA EV/EBITDA Industry Average
Family Dollar Dollar Tree Fred's
5120 4360 558
542.16 488.8 75.53
Dollar General
7926
255.28
$8.58
Dollar General Estimated $9.44 Price $8.92 $7.39
P=
$3.54
Valuation= Overvalued
The EV/EBITDA ratio can be used to calculate the price of Dollar general as well. We arrived at an industry average of $8.58. We were then able to calculate Dollar Generals price by multiplying the industry average by 255.28. We then subtracted the value of liabilities and cash and financial investments. We then divide the number by the number of shares outstanding to reach a price of $3.54. The price indicates that Dollar General is an over valued Firm. Conclusion After calculating the comparable ratios, we came to the conclusion that Dollar General is an over valued firm. We believe however that the calculation were very inaccurate estimate of Dollar General’s price because of the industry average and the relative inaccurate information. The ratios are only able to calculate a small portion of information needed to value a firm. The ratios are also void of theory and common sense. However, the ratios do indicate slightly how well the company is doing relative to competitors, and given this we believe that Dollar General’s competitors are doing a better job.
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Intrinsic Value Models The intrinsic value models are theoretical models that asses the forecasted information of a company and bring them back to present value. These models are more effective then the comparable ratios we calculated in the previous section. There are two types of models that we will be using. The discounted dividend model and the free cash flows model use financial data to compute a forecasted price on a company. The residual income incorporates financial and accounting data and uses these numbers to calculate a value for the company. The theoretical models use the data we calculated in our regression analysis and WACC. Each model will use the Ke we calculated or the WACC we calculated. Every model will calculate a present value factor which will be used to bring all the forecasted years back to the present. We will also use the perpetuity calculation for the last year and bring it back to present value using the previous year’s present value factor. We then can calculate everything we need to develop an intrinsic price. The models we are using are very important in our analysis because they give us the most accurate price we can calculate for Dollar General. There are still a few inaccuracies in these models just from the pure fact that we are using forecasted data. The models also don’t consider conceptual analysis, but the models do give us a relative price so that we may value a firm based on quantitative measures. We will use the prices we calculate in each model along with the overall analysis to value our company. Discounted Dividends Model The discounted dividend model will be the first method we will use in calculating Dollar General’s intrinsic value. The equity value provided from this model is equal to the present value of expected future dividends. This method suggests that the firm expects to pay dividends to its shareholders for an indefinite life at a certain growth rate. We started by taking the dividends we 90
forecasted from our statement of cash flows for the next ten years and divided our cost of equity minus our estimated growth rate of 11%. Our cost of equity was calculated by using regressions from 3 month, 6 month, 2-year, 5-year, and 10-year time periods. We then choose the highest R square and with that Beta computed our cost of equity. We calculated our present value factor by dividing one, by one plus our cost of equity to the time powered. Then we took our forecasted dividends paid and multiplied them by our present value factor which discounted them back to present value. We also computed a perpetuity starting in 2018 by dividing the total dividends paid by our cost of equity minus our growth rate. This value plus the total dividends paid represents the intrinsic value of equity. We found the intrinsic price per share by dividing that number by the total shares outstanding. The implied price per share from this model was $18.94. This price is below the current share price of $21.76 which we can conclude is implying this firm is overvalued. The sensitivity analysis helps to better understand if the firm is overvalued or undervalued by using different variables. In our discounted dividend model, we used the change in our growth and a change in our cost of equity to help us value the firm. From our model we can clearly see that Dollar General is overvalued.
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Sensitivity Analysis
Ke
0.14 0.13 0.1209 0.11 0.1
0 2.74 3.01 3.3 3.72 4.18
0.02 2.93 3.25 3.61 4.13 4.75
0.04 3.2 3.6 4.07 4.79 5.68
0.06 0.11 3.59 6.9 4.15 10.34 4.83 18.94 5.96 N/A 7.56 N/A
Growth
Undervalued < 20.02 Overvalued > 23.50 N/A Free Cash Flows This model is calculated by taking the forecasted cash flows from operations and discounting them back to the present value. To do this we need the free cash flows, WACC, and the growth rate of the perpetuity. Our WACC estimate of 10.99% was used as the discount rate to find the present value factor. The factor was then multiplied by each free cash flow which brought it to the present value. The perpetuity was forecasted for 2018 and was divided by WACC less the growth rate. This perpetuity was then multiplied by the present value factor in year ten to get the present value. We then took the present value sum of free cash flows, added the perpetuity, and subtracted our book value of liabilities to get the value of Dollar General’s equity. Because this value was at the end of February, we forecasted three-months ahead as a value on June 1, 2007. The market value of equity is then divided by the total number of shares outstanding to give Dollar General’s intrinsic share price. Dollar General has different outcomes when using this model. This method is somewhat consistent on keeping the firm overvalued. Our estimate of WACC shows that the firm is overvalued except for the growth rate of the
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perpetuity being at 11%. There are a few cases where the outcome has shown that Dollar General was fairly valued and perpetuity growth rates being at 2% and 4%. Sensitivity Analysis Growth
0.08 0.09 0.1099 0.12 0.13
WACC
0 14.88 11.89 7.76 6.27 5.06
0.02 19.67 15.22 9.52 7.59 6.07
0.04 29.27 21.2 12.29 9.57 7.53
0.06 0.08 58.08 n/a 35.17 105.01 17.28 28.95 12.88 19.48 9.83 13.97
Overvalued > 20.02 Fairly Valued Undervalued < 23.50 N/A
RESIDUAL INCOME “Residual income is what you earn when you create a result just once, then get paid for it periodically” (yahoo finance), therefore the purpose of residual income is to earn more with assets already invested. The main aim for this model was to see how much money Dollar General is looking to earn in the future. The discount rate used in the calculation of residual income is the cost of capital (ke). Unlike the other valuation methods that use the cost of capital, we started off by calculating our book value equity per share by adding the book value from the previous year plus the earnings per share minus the dividends per share. Then we proceeded to calculate our normal earnings by multiplying the book value from the previous year by the cost of equity. To get the residual 93
income we subtracted the normal income from net income. To calculate the present value of annual residual income we multiplied the residual income by 1/(1+ke)^n, which is the present value factor. We then calculated the total present value of annual residual income by multiplying the residual income by the present value of the annual residual income. We then discounted the perpetuity back to the present value using our growth rate of 11%. The growth rate used to discount the perpetuity is a negative growth rate because we are trying to bring the negative residual income back to zero, so if we used a positive growth rate then the negative value would just keep getting larger and larger. The sensitivity analysis table helps to illustrate how quickly the value gets to zero by changing the growth rate. Using the data we calculated, we determined that by using the residual income model Dollar General is overvalued.
Sensitivity Analysis Growth
Ke
0.09 0.11 0.1209 0.15 0.17
0 24.68 16.41 12.97 6.05 2.60
-0.05 19.81 14.18 11.64 6.19 3.28
-0.11 17.19 12.84 10.81 6.28 3.78
-0.15 16.17 12.29 10.46 6.32 4.00
-0.2 15.29 11.80 10.14 6.36 4.22
Overvalued > 20.02 Fairly Valued Undervalued < 23.50 N/A
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Long Run Residual Income The long run residual income model uses the ROE, Ke, and growth to predict the intrinsic value. We used three different sensitivity analysis tables to take in account different variation to growth, ROE and Ke. We used the formula: P0 = BVE(1+( ROE-Ke / Ke-G ) Using this formula to determine the price we calculated the prices on the tables below. According to the table, it is evident that our firm is greatly overvalued except for the first table in which we are not sure if it was just a calculation error. Growth
Ke
0.11 0.13 0.1507 0.17 NA 0.19 NA
0.15 7.21 4.26 1.21
0.17 6.85 4.56 2.20 0 NA
0.19 6.49 4.86 3.19 1.62 0
0.21 6.29 5.03 3.73 2.52 1.26
0.23 6.16 5.14 4.07 3.08 2.05
0.19 2.2 2.75 3.19 5.51 11.01
0.21 2.77 3.32 3.73 5.54 8.31
0.23 3.17 3.7 4.07 5.55 7.41
Growth
ROE
0.09 0.11 0.1209 0.15 0.17
0.15 0.67 0.94 1.21 5.17 NA NA
0.17 1.35 1.8 2.20 5.41
95
ROE
0.11 0.13 0.1507 0.17 0.19
Ke
0.09 3.98 2.35 0.67 NA NA
0.11 5.60 3.31 0.94 NA NA
0.1209 7.21 4.26 1.21 NA NA
0.15 30.78 18.19 5.16 NA NA
0.17 NA NA NA 5.60 15.7
*Assuming Average Long Run Growth Rate Overvalued > 20.02 Fairly Valued Undervalued < 23.50 N/A
Abnormal earning growth model (AEG) The Abnormal growth model uses the cost of equity. The D.R.I.P. is first calculated by multiplying the cost of equity by the dividends from the previous year. Then the cumulative income is found by subtracting the earning per share of the current year from the D.R.I.P. Then we proceeded to find the normal income or the benchmark by multiplying one plus the cost of equity (1+Ke) by the earning per share from the previous year. The AEG is the result of subtracting the normal income from the cumulative income. To find the present value of AEG we multiply AEG by its present value factor-the present value factor= 1/(1+Ke)^t-1. We used the last year’s Annual AEG as the perpetuity, then we discounted it back by dividing it by Ke minus the growth. The AEG model used the same concept as the residual income model because the growth
96
used has to be negative in order to bring the perpetuity closer to zero instead of the latter.
Growth
Ke
0.14 0.13 0.1209 0.11 0.1
-0.1 7.34 7.93 8.54 9.41 10.37
-0.09 7.31 7.89 8.5 9.37 10.33
-0.08 7.27 7.85 8.46 9.32 10.27
-0.07 7.23 7.81 8.41 9.27 10.22
-0.06 7.19 7.76 8.36 9.21 10.16
Overvalued > 20.02 Fairly Valued Undervalued < 23.50 N/A
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Appendix Current Ratio
DG FDO DLTR FRED AVG
2002
2003
2004
2005
2006
1.37 1.99
1.99 1.94
2.22 1.72
2.1 1.51
1.89 1.44
2.88
2.73
3.29
3.19
2.5
3.27
2.55
2.55
2.76
2.58
2.3775
2.3025
2.445
2.39
2.1025
Quick Asset Ratio 2002
2003
2004
2005
2006
DG
0.23
0.18
0.54
0.33
0.22
FDO
0.41
0.35
0.21
0.16
0.22
1.13
0.64
1.08
1.15
0.8
3.2
2.46
2.51
2.6
2.42
1.2425
0.9075
1.085
1.06
0.915
DLTR FRED AVG
Inventory Turnover
DG FDO DLTR FRED AVG
2002
2003
2004
2005
2006
3.37 0.64
3.9 0.6
4.19 0.59
3.92 0.06
4.15 0.08
0.26
3.4
3.27
3.85
4.32
4.04
4.13
3.9
3.76
3.76
2.0775
3.0075
2.9875
2.8975
3.0775
98
Working Capital Turnover
DG FDO DLTR FRED AVG
2002
2003
2004
2005
2006
12.6 0.24
9.25 0.25
7.56 0.3
8.46 0.27
10.35 0.08
0.32
6.12
4.63
5.24
6.89
6.58
7.97
7.87
7.08
7.43
4.935
5.8975
5.09
5.2625
6.1875
Gross Profit Margin 2002
2003
2004
2005
2006
0.28 0.33
0.28 0.34
0.29 0.34
0.3 0.33
0.29 0.33
0.29
0.36
0.36
0.35
0.34
0.27
0.28
0.28
0.28
0.28
0.2925
0.315
0.3175
0.315
0.31
DG FDO DLTR FRED AVG
Operating Profit Margin DG FDO DLTR FRED AVG
2003 0.07
2002 0.07 n/a
n/a
2004 0.07 n/a
2005 0.07
2006 0.07 0.074
n/a
-0.05
0.1
0.09
0.08
0.08
0.03
0.04
0.04
0.03
0.03
0.016667
0.07
0.066667
0.06
0.0635
99
Net Profit Margin
DG FDO DLTR FRED AVG
2002
2003
2004
2005
2006
0.04 0.05
0.04 0.05
0.04 0.05
0.04 0.04
0.04 0.03
-0.07
0.06
0.06
0.05
0.05
0.02
0.03
0.03
0.02
0.02
0.01
0.045
0.045
0.0375
0.035
Asset Turnover
DG FDO DLTR FRED AVG
2002
2003
2004
2005
2006
1.99 2.37
2.28 2.39
2.57 2.44
2.86 2.42
3.21 2.53
0.12
1.89
1.74
1.89
2.12
3.21
3.19
3.15
3.1
3.19
1.9225
2.4375
2.475
2.5675
2.7625
ROA
DG FDO DLTR FRED AVG
2002
2003
2004
2005
2006
0.09 0.07
0.1 0.07
0.13 0.07
0.13 0.05
0.12 0.05
-0.01
0.12
0.1
0.1
0.1
0.07
0.08
0.08
0.06
0.05
0.055
0.0925
0.095
0.085
0.08
100
ROE
2003
2002
2005 0.2
2006
0.11
0.19 0.11
0.09
0.2 0.1
-0.01
0.18
0.15
0.15
0.16
0.09
0.11
0.12
0.09
0.08
0.0975
0.1525
0.1425
0.1325
0.135
DG FDO DLTR FRED AVG
0.21
2004
0.2 0.11
Debt to Equity Ratio
DG FDO DLTR FRED AVG
2002
2003
2004
2005
2006
2.16 0.46
1.08 0.45
0.86 0.52
0.85 0.63
0.9 1.02
0.54
0.46
0.54
0.53
0.6
0.3
0.38
0.42
0.48
0.47
0.865
0.5925
0.585
0.6225
0.7475
Times Interest Earned 2002 DG FDO DLTR FRED AVG
8.16 n/a
2003
2004
10.72
16.23 n/a
n/a
2005
2006
19.34
21.42 23.76
n/a
-11.72
35.03
28.51
20.17
18.84
n/a
210.23
127.19
49.1
40
85.32667
57.31
29.53667
26.005
-1.78
101
IGR Freds dollar tree family dollar Dollar general industry
2002 0.07 12 7.16 6.41
2003 0.08 0 11.2 8.64 4.98
2004 0.08 0.12 10.2 10.89 5.3225
2005 7.4 0.1 7 10.91 6.3525
2006 4.95 0.1 5.4 10.33 5.195
2007 0.1
0.1
SGR freds dollar tree family dollar dollar general
2002 9 0 17.5
2003 11 0 16.2
2004 14.4 17.52 15.5
2005 10.91 15.4 11.4
2006 7.27 13.3 10.9
22.62
17.97
20.25
20.18
19.63
industry
12.28
11.2925
16.9175
14.4725
12.775
2007 16
16
102
Regressions 3 month SUMMARY OUTPUT Regression Statistics Multiple R
0.437668942
R Square
0.191554103
Adjusted R Square
0.180004876
Standard Error
0.090997736
Observations
72
ANOVA df
MS
F
Significance F
1
0.137340843
0.137340843
16.58588069
0.000120756
Residual
70
0.579641155
0.008280588
Total
71
0.716981999
Regression
SS
Coefficients Intercept X Variable 1
Standard Error
t Stat
P-value
Lower 95%
Upper 95%
Lower 95.0%
0.00827982
0.010727215
0.771851759
0.442800225
-0.013114936
0.029674575
-0.013114936
Upper 95.0% 0.029674575
1.197711529
0.294091831
4.072576664
0.000120756
0.611163874
1.784259183
0.611163874
1.784259183
SUMMARY OUTPUT Regression Statistics Multiple R
0.386732661
R Square
0.149562151
Adjusted R Square Standard Error
0.13489943 0.085231014
Observations
60
ANOVA df
MS
F
Significance F
1
0.074097307
0.074097307
10.20016313
0.002270781
Residual
58
0.421330889
0.007264326
Total
59
0.495428196
Regression
SS
Coefficients
Standard Error
t Stat
P-value
Lower 95%
Upper 95%
Lower 95.0%
Upper 95.0%
Intercept
0.005944851
0.011068089
0.53711627
0.593241965
-0.016210336
0.028100038
-0.016210336
0.028100038
X Variable 1
1.023362125
0.320424548
3.193769423
0.002270781
0.381962709
1.664761541
0.381962709
1.664761541
103
SUMMARY OUTPUT Regression Statistics Multiple R
0.383509939
R Square
0.147079873
Adjusted R Square
0.128538131
Standard Error
0.080195712
Observations
48
ANOVA df Regression
SS
MS
F 7.932365467
1
0.051015836
0.051015836
Residual
46
0.2958422
0.006431352
Total
47
0.346858036
Significance F 0.00712947
Coefficients
Standard Error
t Stat
P-value
Lower 95%
Upper 95%
0.000393806
0.012311057
0.031987973
0.974620036
-0.024387067
0.025174678
Lower 95.0% 0.024387067
Upper 95.0%
Intercept X Variable 1
1.507907888
0.535393945
2.816445538
0.00712947
0.430215789
2.585599986
0.430215789
2.585599986
SS
MS
F
Significance F
0.93341596
0.340799124
Lower 95% 0.019689044 0.588934039
Upper 95%
Lower 95.0% 0.019689044 0.588934039
Upper 95.0%
0.025174678
SUMMARY OUTPUT Regression Statistics Multiple R
0.163462104
R Square Adjusted R Square
0.026719859 0.001906027
Standard Error
0.066683295
Observations
36
ANOVA df Regression
1
0.004150585
0.004150585
Residual
34
0.151186504
0.004446662
Total
35
0.155337089
Coefficients
Standard Error
t Stat
P-value
Intercept
0.003675764
0.011497046
0.319713764
0.751141677
X Variable 1
0.533706226
0.552413977
0.966134545
0.340799124
0.027040572 1.656346491
0.027040572 1.656346491
104
SUMMARY OUTPUT Regression Statistics Multiple R
0.069278346
R Square Adjusted R Square
0.004799489 0.040436898
Standard Error
0.079167201
Observations
24
ANOVA df
SS
Regression
MS
F
Significance F
0.106097978
0.747708888
Lower 95% 0.031964238 1.519665049
1
0.000664963
0.000664963
Residual
22
0.137883804
0.006267446
Total
23
0.138548767
Coefficients
Standard Error
t Stat
P-value
Intercept
0.003756989
0.017224404
0.218120123
0.829346055
X Variable 1
0.283154635
0.869300885
0.325726846
0.747708888
Upper 95% 0.039478216 2.08597432
Lower 95.0% 0.031964238 1.519665049
Upper 95.0% 0.039478216 2.08597432
6 Month SUMMARY OUTPUT Regression Statistics Multiple R 0.437891034 R Square 0.191748558 Adjusted R Square 0.180202109 Standard Error 0.090986791 Observations 72 ANOVA df 1 70 71
SS 0.137480264 0.579501734 0.716981999
MS 0.137480264 0.008278596
F 16.60671217
Significance F 0.000119689
Coefficients 0.00841056 1.198420355
Standard Error 0.010725208 0.294081258
t Stat 0.784186213 4.075133393
P-value 0.435576501 0.000119689
Lower 95% -0.012980192 0.611893788
Regression Residual Total
Intercept X Variable 1 SUMMARY OUTPUT SUMMARY OUTPUT
Upper 95% 0.029801312 1.784946922
Lower 95.0% -0.012980192 0.611893788
Upper 95.0% 0.029801312 1.784946922
Regression Statistics Multiple R 0.387048161 R Square 0.149806279 Adjusted R Square 0.135147767 Standard Error 0.085218779 Observations 60 ANOVA df Regression Residual Total
Intercept X Variable 1
1 58 59
SS 0.074218255 0.421209941 0.495428196
MS 0.074218255 0.00726224
F 10.21974635
Significance F 0.002250409
Coefficients 0.006066834 1.024101022
Standard Error 0.01106234 0.320348534
t Stat 0.548422289 3.196833801
P-value 0.58550685 0.002250409
Lower 95% -0.016076845 0.382853765
Upper 95% 0.028210513 1.665348278
Lower 95.0% -0.016076845 0.382853765
Upper 95.0% 0.028210513 1.665348278
105
Regression Statistics Multiple R 0.384170707 R Square 0.147587132 Adjusted R Square 0.129056418 Standard Error 0.080171861 Observations 48 ANOVA df 1 46 47
SS 0.051191783 0.295666253 0.346858036
MS 0.051191783 0.006427527
F 7.964459871
Significance F 0.007022773
Coefficients 0.000605378 1.508855636
Standard Error 0.012279655 0.534649943
t Stat 0.049299284 2.822137465
P-value 0.960894229 0.007022773
Lower 95% -0.024112284 0.432661135
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.025323041 2.585050136
Lower 95.0% -0.024112284 0.432661135
Upper 95.0% 0.025323041 2.585050136
SUMMARY OUTPUT Regression Statistics Multiple R 0.164654568 R Square 0.027111127 Adjusted R Square -0.001503252 Standard Error 0.06666989 Observations 36 ANOVA df 1 34 35
SS 0.004211363 0.151125726 0.155337089
MS 0.004211363 0.004444874
F 0.947465153
Significance F 0.337239999
Coefficients 0.003750672 0.537149552
Standard Error 0.01146997 0.55184053
t Stat 0.326999293 0.973378217
P-value 0.745673146 0.337239999
Lower 95% -0.019559111 -0.58432533
1 22 23
SS 0.000699286 0.137849482 0.138548767
MS 0.000699286 0.006265886
F 0.11160203
Significance F 0.74149115
Coefficients 0.003749872 0.290232311
Standard Error 0.017178783 0.868779796
t Stat 0.218285103 0.3340689
P-value 0.829219103 0.74149115
Lower 95% -0.031876742 -1.511506702
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.027060455 1.658624433
Lower 95.0% -0.019559111 -0.58432533
Upper 95.0% 0.027060455 1.658624433
Upper 95% 0.039376487 2.091971324
Lower 95.0% -0.031876742 -1.511506702
Upper 95.0% 0.039376487 2.091971324
SUMMARY OUTPUT Regression Statistics Multiple R 0.071043761 R Square 0.005047216 Adjusted R Square -0.040177911 Standard Error 0.079157347 Observations 24 ANOVA df Regression Residual Total
Intercept X Variable 1
106
2 Year SUMMARY OUTPUT Regression Statistics Multiple R 0.437022633 R Square 0.190988782 Adjusted R Square 0.179431478 Standard Error 0.091029546 Observations 72 ANOVA df 1 70 71
SS 0.136935518 0.58004648 0.716981999
MS 0.136935518 0.008286378
F 16.52537617
Significance F 0.000123908
Coefficients 0.008866941 1.194278879
Standard Error 0.010728509 0.293785309
t Stat 0.826484043 4.065141593
P-value 0.411337865 0.000123908
Lower 95% -0.012530394 0.608342564
1 58 59
SS 0.074124106 0.42130409 0.495428196
MS 0.074124106 0.007263864
F 10.20450134
Significance F 0.002266251
Coefficients 0.0063934 1.021775626
Standard Error 0.011053424 0.319859788
t Stat 0.578408994 3.194448519
P-value 0.565227312 0.002266251
Lower 95% -0.015732433 0.381506701
1 46 47
SS 0.051510156 0.29534788 0.346858036
MS 0.051510156 0.006420606
F 8.022631427
Significance F 0.006833677
Coefficients 0.000966055 1.512916823
Standard Error 0.012226892 0.534141882
t Stat 0.079010639 2.832425008
P-value 0.937366879 0.006833677
Lower 95% -0.023645402 0.437744998
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.030264276 1.780215195
Lower 95.0% -0.012530394 0.608342564
Upper 95.0% 0.030264276 1.780215195
Upper 95% 0.028519233 1.662044552
Lower 95.0% -0.015732433 0.381506701
Upper 95.0% 0.028519233 1.662044552
Upper 95% 0.025577511 2.588088649
Lower 95.0% -0.023645402 0.437744998
Upper 95.0% 0.025577511 2.588088649
SUMMARY OUTPUT Regression Statistics Multiple R 0.386802591 R Square 0.149616244 Adjusted R Square 0.134954456 Standard Error 0.085228303 Observations 60 ANOVA df Regression Residual Total
Intercept X Variable 1
SUMMARY OUTPUT Regression Statistics Multiple R 0.385363478 R Square 0.14850501 Adjusted R Square 0.129994249 Standard Error 0.080128685 Observations 48 ANOVA df Regression Residual Total
Intercept X Variable 1
107
SUMMARY OUTPUT Regression Statistics Multiple R 0.167397983 R Square 0.028022085 Adjusted R Square -0.000565501 Standard Error 0.06663867 Observations 36 ANOVA df 1 34 35
SS 0.004352869 0.15098422 0.155337089
MS 0.004352869 0.004440712
F 0.980218652
Significance F 0.329138808
Coefficients 0.003797349 0.544678083
Standard Error 0.011441711 0.550146582
t Stat 0.331886479 0.990059923
P-value 0.742012282 0.329138808
Lower 95% -0.019455005 -0.573354282
1 22 23
SS 0.000804933 0.137743834 0.138548767
MS 0.000804933 0.006261083
F 0.128561304
Significance F 0.723346262
Coefficients 0.00359244 0.311040141
Standard Error 0.017186825 0.867483666
t Stat 0.209022878 0.358554464
P-value 0.83635368 0.723346262
Lower 95% -0.032050853 -1.488010863
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.027049703 1.662710448
Lower 95.0% -0.019455005 -0.573354282
Upper 95.0% 0.027049703 1.662710448
Upper 95% 0.039235733 2.110091145
Lower 95.0% -0.032050853 -1.488010863
Upper 95.0% 0.039235733 2.110091145
SUMMARY OUTPUT Regression Statistics Multiple R 0.076221685 R Square 0.005809745 Adjusted R Square -0.039380721 Standard Error 0.079127008 Observations 24 ANOVA df Regression Residual Total
Intercept X Variable 1
5 Year
SUMMARY OUTPUT Regression Statistics Multiple R 0.436041577 R Square 0.190132257 Adjusted R Square 0.178562718 Standard Error 0.091077721 Observations 72 ANOVA df Regression Residual Total
Intercept X Variable 1
1 70 71
SS 0.136321406 0.580660593 0.716981999
MS 0.136321406 0.008295151
F 16.43386603
Significance F 0.000128839
Coefficients 0.009573166 1.19052507
Standard Error 0.010733797 0.293676147
t Stat 0.891871344 4.0538705
P-value 0.375517483 0.000128839
Lower 95% -0.011834717 0.60480647
Upper 95% 0.030981049 1.776243669
Lower 95.0% -0.011834717 0.60480647
Upper 95.0% 0.030981049 1.776243669
108
SUMMARY OUTPUT Regression Statistics Multiple R 0.385788312 R Square 0.148832622 Adjusted R Square 0.134157322 Standard Error 0.085267563 Observations 60 ANOVA df 1 58 59
SS 0.073735877 0.421692318 0.495428196
MS 0.073735877 0.007270557
F 10.14170924
Significance F 0.002332744
Coefficients 0.006950186 1.018364892
Standard Error 0.011043416 0.319777454
t Stat 0.629351098 3.184605037
P-value 0.531590467 0.002332744
Lower 95% -0.015155613 0.378260776
1 46 47
SS 0.051240188 0.295617848 0.346858036
MS 0.051240188 0.006426475
F 7.973296219
Significance F 0.006993695
Coefficients 0.001607214 1.512615632
Standard Error 0.012163928 0.535685184
t Stat 0.132129505 2.823702573
P-value 0.895458121 0.006993695
Lower 95% -0.022877503 0.4343373
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.029055985 1.658469008
Lower 95.0% -0.015155613 0.378260776
Upper 95.0% 0.029055985 1.658469008
Upper 95% 0.02609193 2.590893965
Lower 95.0% -0.022877503 0.4343373
Upper 95.0% 0.02609193 2.590893965
SUMMARY OUTPUT Regression Statistics Multiple R 0.384352295 R Square 0.147726687 Adjusted R Square 0.129199006 Standard Error 0.080165298 Observations 48 ANOVA df Regression Residual Total
Intercept X Variable 1
SUMMARY OUTPUT Regression Statistics Multiple R 0.167435662 R Square 0.028034701 Adjusted R Square -0.000552514 Standard Error 0.066638238 Observations 36 ANOVA df Regression Residual Total
Intercept X Variable 1
1 34 35
SS 0.004354829 0.15098226 0.155337089
MS 0.004354829 0.004440655
F 0.980672692
Significance F 0.329028391
Coefficients 0.003906649 0.544050983
Standard Error 0.011415474 0.549385962
t Stat 0.342223966 0.990289196
P-value 0.734288894 0.329028391
Lower 95% -0.019292385 -0.572435616
Upper 95% 0.027105682 1.660537583
Lower 95.0% -0.019292385 -0.572435616
Upper 95.0% 0.027105682 1.660537583
109
SUMMARY OUTPUT Regression Statistics Multiple R 0.077490443 R Square 0.006004769 Adjusted R Square -0.039176833 Standard Error 0.079119247 Observations 24 ANOVA df 1 22 23
SS 0.000831953 0.137716814 0.138548767
MS 0.000831953 0.006259855
F 0.132902965
Significance F 0.718921732
Coefficients 0.00355091 0.316183885
Standard Error 0.017191212 0.867306089
t Stat 0.206553818 0.36455859
P-value 0.838258026 0.718921732
Lower 95% -0.032101481 -1.482498847
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.039203302 2.114866617
Lower 95.0% -0.032101481 -1.482498847
Upper 95.0% 0.039203302 2.114866617
10 Year
SUMMARY OUTPUT Regression Statistics Multiple R 0.435697218 R Square 0.189832066 Adjusted R Square 0.178258238 Standard Error 0.0910946 Observations 72 ANOVA df 1 70 71
SS 0.136106174 0.580875825 0.716981999
MS 0.136106174 0.008298226
F 16.40183969
Significance F 0.000130612
Coefficients 0.01012926 1.189664311
Standard Error 0.010737471 0.293750187
t Stat 0.943356229 4.04991848
P-value 0.348743333 0.000130612
Lower 95% -0.01128595 0.603798044
1 58 59
SS 0.073550082 0.421878114 0.495428196
MS 0.073550082 0.007273761
F 10.11169963
Significance F 0.00236524
Coefficients 0.007427615 1.01698019
Standard Error 0.011034922 0.319816166
t Stat 0.673100803 3.179889877
P-value 0.503556421 0.00236524
Lower 95% -0.014661182 0.376798583
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.031544469 1.775530578
Lower 95.0% -0.01128595 0.603798044
Upper 95% 0.029516412 1.657161797
Lower 95.0% -0.014661182 0.376798583
Upper 95.0% 0.031544469 1.775530578
SUMMARY OUTPUT Regression Statistics Multiple R 0.385301963 R Square 0.148457603 Adjusted R Square 0.133775837 Standard Error 0.085286345 Observations 60 ANOVA df Regression Residual Total
Intercept X Variable 1
Upper 95.0% 0.029516412 1.657161797
110
SUMMARY OUTPUT Regression Statistics Multiple R 0.383430821 R Square 0.147019195 Adjusted R Square 0.128476134 Standard Error 0.080198564 Observations 48 ANOVA df 1 46 47
SS 0.050994789 0.295863247 0.346858036
MS 0.050994789 0.00643181
F 7.928528899
Significance F 0.007142339
Coefficients 0.002198057 1.511944215
Standard Error 0.012108544 0.536956941
t Stat 0.181529438 2.815764354
P-value 0.856749571 0.007142339
Lower 95% -0.022175177 0.431105968
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.026571291 2.592782462
Lower 95.0% -0.022175177 0.431105968
Upper 95.0% 0.026571291 2.592782462
SUMMARY OUTPUT Regression Statistics Multiple R 0.167299661 R Square 0.027989176 Adjusted R Square -0.000599377 Standard Error 0.066639798 Observations 36 ANOVA df 1 34 35
SS 0.004347757 0.150989332 0.155337089
MS 0.004347757 0.004440863
F 0.979034364
Significance F 0.329427052
Coefficients 0.004033295 0.543318167
Standard Error 0.011387311 0.549104824
t Stat 0.354192039 0.989461653
P-value 0.72538225 0.329427052
Lower 95% -0.019108506 -0.57259709
Regression Residual Total
Intercept X Variable 1
Upper 95% 0.027175096 1.659233423
Lower 95.0% -0.019108506 -0.57259709
Upper 95.0% 0.027175096 1.659233423
SUMMARY OUTPUT Regression Statistics Multiple R 0.077998405 R Square 0.006083751 Adjusted R Square -0.03909426 Standard Error 0.079116103 Observations 24 ANOVA df Regression Residual Total
Intercept X Variable 1
1 22 23
SS 0.000842896 0.137705871 0.138548767
MS 0.000842896 0.006259358
F 0.134661775
Significance F 0.717152766
Coefficients 0.003559351 0.318375148
Standard Error 0.017169595 0.867594906
t Stat 0.207305462 0.366962907
P-value 0.837678188 0.717152766
Lower 95% -0.032048209 -1.480906553
Upper 95% 0.03916691 2.117656849
Lower 95.0% -0.032048209 -1.480906553
Upper 95.0% 0.03916691 2.117656849
111
References 1. www.dollargeneral.com Dollar General 10-K 2. www.familydollar.com Family Dollar 10-K 3. www.dollartree.com Dollar Tree 10-K 4. www.edgarscan.com 5. www.finance.yahoo.com 6. www.nyse.com 7. http://moneycentral.msn.com 8. www.research.stlouisfed.org/fred2/ 9. Bernard, Victor, Paul Healy, and Krishna Palepu. Business Analysis & Valuation Third Edition. 2004
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