Trabajo Colaborativo Fase2

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UNIDAD 2 FASE 2

PRESENTADO POR:

PRESENTADO A:

GRUPO: 100402_322

UNIVERSIDAD NACIONAL ABIERTA Y A DISTANCIA – UNAD VISUAL BASIC B ASIC AVANZADO AVANZADO 2016

Introducción

El siguie!e !"#$#%& '&!iee el (es#""&ll& (e l&s ) '#s&s *"&*ues!&s *#"# l# '&+* '&+*"e "esi si, , (e l# ui( ui(#( #( 2 (el (el 'u"s& 'u"s& (e *"&$ *"&$#$ #$ilili( i(#(#(- el 'u#l 'u#l se #(.ui #(.uie" e"e e (es!"e/#s e el (es#""&ll& #(e'u#(& (e *"&$le+#s u!ili/#(& l&s '&&'i+ie!&s #(.ui"i(&s (u"#!e el es!u(i& (el 'u"s&

Objetivo Genera

Des#""&ll#" ) '#s&s *"&*ues!&s e l# gu# i!eg"#(&"# (e #'!ii(#(es u!ili/#(& l&s '&&'i+ie!&s #(.ui"i(&s e el es!u(i& (e l# ui(#( 2

Objetivo! e!"ec#$ico!%





• •

I(e!i I(e!i3i' 3i'#" #" l&s !4"+i !4"+i&s &s (e l# 3u'i, 3u'i,  (e *"&$#$ *"&$#$ili ili(#((#(- #l&" es*e"#( es*e"#(&&#"i#/# 5 (esi#'i, es!(#" Re#li/#" el (es#""&ll& (e ) '#s&s e3e'!u#(& l&s *#s&s #(.ui"i(&s e l# ui(#( 2 Re#li/#" #*&"!es (el '#s& es'&gi(& *#"# el (es#""&ll& (e l# #'!ii(#( g"u*#l Re#li/#" el '&s&li(#(& (el !"#$#%& 3i#l 5 *&s!e"i&" *"ese!#'i,

ANE&O 2 ES'UDIOS DE (ASO ES'UDIO DE (ASO 1

1

P#"# e!"eg#" u# T#"%e!# (e '"4(i!& e l&s $#'&s (el g"u*& A#l- l&s ##lis!#s (el $#'& 'l#si3i'# & '#li3i'# #l 'lie!e e 3u'i, (e l# *"&$#$ili(#( (e .ue "esul!e "e!#$le U# !#$l# 7#$i!u#l (e '#li3i'#'i&es es l# siguie!e:

1

L# '#li3i'#'i, es l# su+# (e l&s *u!&s (e l&s seis "u$"&s P&" e%e+*l&Sus7i B"&8 !iee +e&s (e 2) #9&s 12 *u!&s;< 7# ii(& e el +is+& (&+i'ili& (u"#!e (&s #9&s 0 *u!&s;< (es(e 7#'e 'u#!"& #9&s es (ue9& (e u #u!&+,il 1= *u!&s;- *&" el .ue "e#li/# *#g&s (e >?) 6 *u!&s;< "e#li/# g#s!&s (&+4s!i'&s (e >200 10 *u!&s; 5 *&see u# 'ue!# (e '7e.ues = *u!&s; L# '#li3i'#'i, .ue &$!e("# se"# (e @@ Des*u4s- '& u# segu(# !#$l#- se '&ie"!e l#s '#li3i'#'i&es e *"&$#$ili(#(es (e "e!#$ili(#( (el 'lie!e- #s:

L# *u!u#'i, (e Sus7i @@; se !"#(u'i"# e u# *"&$#$ili(#( (e "e!#$ili(#( #*"&i+#(# (e 01 E &!"#s *#l#$"#s- 1 (e l&s 'lie!es '&+& Sus7i gee"#"# (ie"& # l#s &*e"#'i&es '& !#"%e!# (el $#'& A '&!iu#'i,- se +ues!"# l&s "esul!#(&s (e l#s e!"eis!#s '& l&s !"es *&si$les 'lie!es

P"e*#"e u i3&"+e e el .ue '&+& +i+&- i'lu5#:

1 C#li3i.ue # '#(# u& (e es!&s 'lie!es 5 '#l'ule l# *"&$#$ili(#( (e .ue "esul!e "e!#$les

No)bre

Eda d

'ie)"o Anti*+eda de vivir   d con e en a auto )i!)a re!idenci a

,a*o )en!ua  de auto

(o!to de viviend a

(uenta 'ota de c-e.ue ! o a-orro!

D#i( B"&8

1

20

1=

@

10

1)

/0

E(8#"( B"e(#

12

0

1=

6

10

=

44

 A 'l#ug7li 

0

20

=

@

12

0

3

F#ll#+&s l# "el#'i, e!"e el !#+#9& (e l&s i!e"#l&s 10 *u!&s; '& l# (i3e"e'i# .ue se *"ese!# (e l# *"&$#$ili(#(

N&+$"e

C#li3i'#'i,

P"&$#$ili(#(

D#i( B"&8

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@@

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 A 'l#ug7li

=

0??

2 HCul es l# *"&$#$ili(#( (e .ue l&s !"es "esul!e "e!#$les

L# *"&$#$ili(#( (e .ue l&s !"es "esul!e "e!#$les se (e!e"+i# *&" l# *"&$#$ili(#( '&(i'i&#l *#"# es!e '#s& (&(e l&s su'es&s '& & i'lu5e!es  P ( A )∗ P ( B )∗ P ( C ) 0.95∗0.81∗0.77 =0.59

= HCul es l# *"&$#$ili(#( (e .ue igu& se# "e!#$le L# *"&$#$ili(#( (e .ue igu& se# "e!#$le- se (e!e"+i# *&" l# *"&$#$ili(#( '&(i'i&#l *#"# 'u#(& & se# "e!#$le- .ue es l# (i3e"e'i# e!"e 1 5 l# *"&$#$ili(#( (e .ue se# "e!#$les

 P (− A )=1−0.95 =0.05

 P (−B )=1 −0.81=0.19  P (−C )=1− 0.77= 0.23

Se *ue(e '#l'ul#" l# *"&$#$ili(#( '&(i'i&#l

0.05∗0.19∗0.23 =0.0022

@ De!e"+ie l# (is!"i$u'i, (e *"&$#$ili(#( !&!#l (el J+e"& (e 'lie!es "e!#$les e!"e es!e g"u*& (e !"es 'lie!es

De!e"+i#+&s l# (is!"i$u'i, (e *"&$#$ili(#( !&!#l- '&+& u# 3u'i, (e *"&$#$ili(#(

K *u!u#'i, &$!ei(# K1  *u!u#'i, i+e(i#!#+e!e #!e"i&" # K (e l&s #l&"es "el#'i&#(&s e l# !#$l#

P1 P"&$#$ili(#( '&""es*&(ie!e *u!u#'i, #!e"i&" # K (e l&s #l&"es "el#'i&#(&s e l# !#$l#

 P ( X = x )=

 x − x n−1∗ p− p n−1 10

+ pn−1

) Re(#'!e u $"ee "esu+e (e sus 7#ll#/g&s

E '#s& &s *"ese!# l# *"&$#$ili(#( *#"# su'es&s & e'lu5e!es- l& 'u#l l# su+# (e l# *"&$#$ili(#( & (e$e se" igu#l # 1- (e igu#l +#e"# *&" l# '#"#'!e"s!i'# (e su'es& & e'lu5e!e se *ue(e 7#ll#" l# *"&$#$ili(#( .ue l&s !"es "e!#$les '#l'ul#(& su *"&$#$ili(#( '&(i'i&#l- *#"# '#s& .ue igu& se# "e!#$le se #*li'# l# *"&$#$ili(#( '&(i'i&#l # l#s (i3e"e'i#s e!"e 1- el #l&" (e l# *"&$#$ili(#( (e .ue se# "e!#$les U!ili/#+&s l# 3u'i, .ue "el#'i&# l&s !#+#9&s (e l&s i!e"#l&s (e *u!u#'i, *#"# (es'"i$i" l# (is!"i$u'i, (e l# *"&$#$ili(#(

ES'UDIO DE (ASO 2 2

L# (is!"i$u'i, (e *"&$#$ili(#( $i&+i#l es u# (is!"i$u'i, (e *"&$#$ili(#( (is'"e!# .ue se *"ese!# '& +u'7# 3"e'ue'i# U# (e sus '#"#'!e"s!i'#s '&sis!e e .ue s,l& 7#5 (&s *&si$les "esul!#(&s e u (e!e"+i#(& es#5& (el e*e"i+e!& 5 l&s "esul!#(&s s& +u!u#+e!e e'lu5e!es< O!"# '#"#'!e"s!i'# (e l# (is!"i$u'i, $i&+i#l es el 7e'7& (e .ue l# #"i#$le #le#!&"i# es el "esul!#(& (e '&!e&s Es (e'i"- se 'ue!# el J+e"& (e 4i!&s e el J+e"& !&!#l (e es#5&s U# !e"'e"# '#"#'!e"s!i'# (e u# (is!"i$u'i,

2

$i&+i#l '&sis!e e .ue l# *"&$#$ili(#( (e 4i!& es l# +is+# (e u es#5& # &!"&

U es!u(i& (el De*#"!#+e!& (e T"#s*&"!e (e Illi&is '&'lu5, .ue ?62 (e .uiees &'u*#$# l&s #sie!&s (el#!e"&s (e l&s e7'ul&s u!ili/#$# 'i!u", (e segu"i(#( Es!& sigi3i'# .ue l&s (&s &'u*#!es (e l# *#"!e (el#!e"# u!ili/#$# 'i!u"&es (e segu"i(#( Su*&g# .ue (e'i(e '&+*#"#" l# i3&"+#'i, '& el us& #'!u#l .ue se (# #l 'i!u", (e segu"i(#(- *#"# l& 'u#l sele''i&# u# +ues!"# (e 12 e7'ul&s

P"ese!e u i3&"+e e el .ue '&+& +i+& i'lu5#:

1 HEs!# si!u#'i, 'u+*le '& l&s su*ues!&s (e l# (is!"i$u'i, $i&+i#l I(e!i3.uel&s

F#5 *&si$ili(#(es (e .ue e u e7'ul& e *#"!i'ul#" l&s &'u*#!es (e #(el#!e u!ili'e s & & el 'i!u", (e segu"i(#(

L# *"&$#$ili(#( .ue l&s &'u*#!es u!ili'e el 'i!u", es l# +is+# *#"# 'u#l.uie" e7'ul& el 'u#l '&""es*&(e #l ?62

F#5 u# '#!i(#( 3i%# (e 12 *"ue$#s- *&".ue se e"i3i'# 12 e7'ul&s El "esul!#(& (e u e7'ul& & i3lu5e e &s (e+s 5# .ue l#s *"ue$#s '& i(e*e(ie!es

2 El#$&"e u (i#g"#+# (e $#""#s *#"# l# (is!"i$u'i, (e *"&$#$ili(#( $i&+i#l .ue "e*"ese!# es!# si!u#'i, 0.3

1

2

3

4

5

6

7

8

9

10

11

12

0.25

0.2

P(x)

0.15

0.1

0.05

0 1

2

3

4

5

6

7

8

9

10

11

12

vehiculos

= HCul es l# *"&$#$ili(#( (e .ue l&s &'u*#!es (e l# *#"!e (el#!e"# e e#'!#+e!e ? (e l&s 12 e7'ul&s sele''i&#(&s u!ili'e 'i!u"&es (e segu"i(#(

n =12

π =0.762 n− x

 P ( x )=C π  ( 1− π )  x

12 − 7

 P ( x = 7 )=C ∗0.762 ( 1 −0.762 ) 7

 P ( x = 7 )=792 (0.14917 )( 0.00076)  P ( x = 7 )=0.0902

@ HCul es l# *"&$#$ili(#( (e .ue l&s &'u*#!es (e l# *#"!e (el#!e"# (e *&"  l& +e&s ? (e l&s 12 e7'ul&s u!ili'e 'i!u", (e segu"i(#(

 P ( x ≥ 7 )= P ( x =7 ) + P ( x =8 ) + P ( x =9 )+ P ( x = 10 ) + P ( x = 11) + P ( x =12 )  P ( x ≥ 7 )=0.0902 + 0.1805 + 0.2569 + 0.2467 + 0.1436 + 0.0383  P ( x ≥ 7 )=0.9562

) HCul es l# *"&$#$ili(#( (e .ue l&s &'u*#!es (e l# *#"!e (el#!e"# (e +i+& ? (e l&s 12 e7'ul&s u!ili'e 'i!u", (e segu"i(#(

 P ( x ≤ 7 )= P ( x =0 ) + P ( x =1 ) + P ( x =2 )+ P ( x = 3 )+ P ( x = 4 ) + P ( x =5 ) + P ( x =6 ) + P ( x =7 ) −8

 P ( x ≤ 7 )=3.3∗10

+ 1.27∗10−6 + 2.2∗10−5 + 0.00024 + 0.0017 + 0.0088 + 0.0329 + 0.0902

 P ( x ≤ 7 )=0.13386

6 E'ue!"e el #l&" es*e"#(& (el J+e"& (e e7'ul&s e l&s .ue l&s &'u*#!es (e l# *#"!e (el#!e"# u!ili/# el 'i!u", (e segu"i(#(

l# *"&$#$ili(#( .ue se !iee es .ue *#se  e7'ul&s '& el 'i!u", (e segu"i(#(

ES'UDIO DE (ASO 3 3

El B#l&!&- es l# l&!e"# e le# (e C&l&+$i#su*e"is#(& *&" ETESA E+*"es# !e""i!&"i#l *#"# l# s#lu(; Es u %ueg& .ue '&sis!e e #'e"!#" 6- )- @ & = J+e"&s e 'u#l.uie" &"(e (e u# +#!"i/ (el 1 #l @)< El %ug#(&" se9#l# e u !#"%e!, l&s 6 J+e"&s .ue es'&ge L&s J+e"&s es! "e*"ese!#(&s e @) $#l&!#s u+e"#(#s (el 1 #l @) C#(# J+e"& #*#"e'e u# s&l# e/ 5 l#s $#l&!#s g##(&"#s se sele''i&# si "ee+*l#/& El *"e+i& #'u+ul#(& se e!"eg# # .uie 7#g# '&i'i(i" l&s seis J+e"&s 3

P"ese!e u i3&"+e e el .ue '&+& +i+& i'lu5#:

1 HEs!# si!u#'i, 'u+*le '& l&s su*ues!&s (e l# (is!"i$u'i, Fi*e"ge&+4!"i'# I(e!i3.uel&s Suge"e'i#: Dii(# l&s @) J+e"&s e (&s g"u*&s: g##(&"es 5 & g##(&"es;

L# (is!"i$u'i, 7i*e"ge&+4!"i'# es es*e'i#l+e!e J!il e !&(&s #.uell&s '#s&s e l&s .ue se e!"#ig# +ues!"#s & se "e#li/# e*e"ie'i#s "e*e!i(#s si (e&lu'i, (el ele+e!& e!"#(& & si "e!&"#" # l# si!u#'i, e*e"i+e!#l ii'i#l

El *"&'es& '&s!# (e  *"ue$#s- se*#"#(#s & se*#"#$les (e e!"e u '&%u!& (e N *"ue$#s *&si$les

L# *&$l#'i, N s& l&s @) J+e"&s

L&s ele+e!&s .ue 'u+*le l# *"&*ie(#( s& l&s 6 .ue 7# s#li(& e el s&"!e&

L# +ues!"# .ue !&+#+&s es u# +ues!"# (e 6 J+e"&s

Y l# *"&$#$ili(#( .ue &s (# l# (is!"i$u'i, 7i*e"ge&+4!"i'# es l# (e !ee" (e 0 # seis g##(&"es e l# +ues!"#

2 Us#(& l# (is!"i$u'i, (e *"&$#$ili(#( Fi*e"ge&+4!"i'# (e!e"+i#" l# *"&$#$ili(#( (e .ue el %ug#(&" #'ie"!e l&s 6 J+e"&s

*"&$#$ili(#( (#(# segJ l# 3,"+ul#:

∗( − ) ( ) − ( )= ()

 P  x

d  x

 N  d n  x

 N  n

M,"+ul# *#"# l&s 6 #'ie"!&s:

 P (6 )=

¿

¿

( )( ) = ( ) = ( ) ( )

39 !∗6 ! 45 !

45 −6 6 −6

6 6

45 6

=

1 8145060

1∗

39 0

45 6

1

=¿

45 ! 39 ! −6 !

6! 45∗44∗43∗42∗41∗40

=

720 5864443200

=¿

=1.22773804 ∗10−7 =0.000000122773804

 P (6 )=0.000000122773804

= L# e+*"es# e'#"g#(# (el s&"!e& i3&"+# .ue l# *"&$#$ili(#( (e .ue '&i'i(# !&(&s l&s J+e"&s es (e 1 e 1@)060 Hu4 sigi3i'# es!& e !4"+i&s (e *"&$#$ili(#( C&i'i(e es!& '& su "es*ues!# #!e"i&"

De #'ue"(& #l '#s& (e *"&$#$ili(#(

 P ( 6 )=1 / 8145060 =1.22773804 · 10

(−7)

L# *"&$#$ili(#( *#"# .ue e u s&"!e& 7#ig# u g##(&" es (e:

(−7)

1.22773804 · 10

El s&"!e& !#+$i4 &!&"g# u *"e+i& si el %ug#(&" 7#'e '&i'i(i" =- @ & ) (e l&s J+e"&s g##(&"es

@; C#l'ule l# *"&$#$ili(#(- *#"# 7#'e" '&i'i(i" = (e l&s 6 J+e"&s g##(&"es

Se u!ili/#" l# 3,"+ul# .ue u!ili/#+&s e el #!e"i&" *u!& '& l&s = #'ie"!&s:

 x =3

∗( − ) ( ) − ( )= () d  x

 P  x

 N  d n  x

 N  n

∗( ) ( ) ( )= = ( )

 P  x

6 6

39 3

45 3

  9.139 14.190

=0,64

); C#l'ule l# *"&$#$ili(#( (e .ue '&i'i(# @ (e l&s 6 J+e"&s g##(&"es

Se u!ili/#" l# 3,"+ul# .ue u!ili/#+&s e el #!e"i&" *u!& '& l&s = #'ie"!&s:  x =4

∗( − ) ( ) − ( )= ()

 P  x

d  x

 N  d n  x

 N  n

∗( ) ( ) ( )= = ( )

 P  x

6 6

39 2

45 4

741 148995

=0,00497

6; C#l'ule l# *"&$#$ili(#( (e .ue '&i'i(# ) (e l&s 6 J+e"&s g##(&"es

 P ( x )=

()( ) () d  x

∗  N −d n − x  N  n

∗( ) ( ) ( )= = ( )

 P  x

6 6

39 1

45 5

39 1221759

=0,000319

?; HC& $#se e l&s "esul!#(&s &$!ei(&s- us!e( ie"!i"# (ie"& e el BALOTO

C& $#se # l&s "esul!#(&s se ei(e'i# .ue #'e"!#" l&s 6 J+e"&s es '#si i+*&si$le< #'e"!#" l&s ) J+e"&s +e(& i+*&si$le- igu#l+e!e *#"# l&s J+e"&s (el s&"!e& @ 5 =

P&" &!"& l#(&- es 'ues!i, (e sue"!e 5# .ue *ue(e *#s#" +u'7& !ie+*& & u'# *#"# g##"se #lgJ *"e+i& (el $#l&!&

ES'UDIO DE (ASO 4 4

L# (is!"i$u'i, (e *"&$#$ili(#( (e P&iss& (es'"i$e el J+e"& (e e'es .ue se *"ese!# u ee!& (u"#!e u i!e"#l& es*e'3i'& El i!e"#l& *ue(e se" (e !ie+*&- (is!#'i#- "e# & &lu+e L# (is!"i$u'i, se $#s# e (&s su*ues!&s El *"i+e"& '&sis!e e .ue l# *"&$#$ili(#( es *"&*&"'i&#l # l# l&gi!u( (el i!e"#l& El segu(& su*ues!& '&sis!e e .ue l&s i!e"#l&s s& i(e*e(ie!es E &!"#s *#l#$"#s- 'u#!& +s g"#(e se# el i!e"#l&+#5&" se" l# *"&$#$ili(#(< #(e+s- el J+e"& (e e'es .ue se *"ese!# u ee!& e u i!e"#l& & i3lu5e e l&s (e+s i!e"#l&s 4

Es!# (is!"i$u'i, *&see (ie"s#s #*li'#'i&es Se le u!ili/# '&+& +&(el& *#"# (es'"i$i" l# (is!"i$u'i, (e e""&"es e u# e!"#(# (e (#!&s- el J+e"& (e "#5&es 5 &!"#s i+*e"3e''i&es e l#s '#$i#s (e #u!&+,iles "e'i4 *i!#(&s- el J+e"& (e *#"!es (e3e'!u&s#s e e&s- el J+e"& (e 'lie!es .ue es*e"# +es# e u "es!#u"#!e- el J+e"& (e #''i(e!es e u# '#""e!e"# e u *e"i&(& (e!e"+i#(& L# '&+*#9# (e #i#'i, Del!# Ai"lies- se '#"#'!e"i/# *&" su "es*&s#$ili(#( 5 'ui(#(& '& el e.ui*#%e (e sus *#s#%e"&s- *&" l& .ue *&'#s e'es se *ie"(e e.ui*#%e E l# +#5&"# (e l&s uel&s & se *ie"(e +#le!#s< e #lgu&s se *ie"(e u#< e u&s 'u#!&s se *ie"(e (&s< *&'#s e'es se *ie"(e !"es- e!' Su*&g# .ue u# +ues!"# #le#!&"i# (e 1 000 uel&s #""&%# u !&!#l (e =00 +#le!#s *e"(i(#s De es!# +#e"#- el J+e"& *"&+e(i& (e +#le!#s *e"(i(#s *&" uel& es (e 0= P"e*#"e u i3&"+e e el .ue '&+& +i+&- i'lu5#:

1 HEs!# si!u#'i, 'u+*le '& l&s su*ues!&s (e l# (is!"i$u'i, P&iss& I(e!i3.uel&s

Si el u+e"& *"&+e(i& (e +#le!#s *e"(i(#s *&" uel& es (e 0=:



L# *"&$#$ili(#( (e .ue & se *ie"(# igu# +#le!# es (e ?@



L# *"&$#$ili(#( (e .ue se *ie"(# u# +#le!# es (e 02222



L# *"&$#$ili(#( (e .ue se *ie"(# 2 +#le!#s es (e 00===



L# *"&$#$ili(#( (e .ue se *ie"(# @ +#le!#s es (e 0000=

2 De!e"+ie 'ul es l# *"&$#$ili(#( (e .ue e u uel& & se *ie"(# igu# +#le!#

0

− 0.3

0.3 ¿ ( e

¿ ¿  p ( 0 ) =¿

)

L# *"&$#$ili(#( (e .ue e u uel& & se *ie"(# igu# +#le!# es (e: 0?@00 ?@;

= De!e"+ie 'ul es l# *"&$#$ili(#( (e .ue e u uel& se *ie"(# e#'!#+e!e u# +#le!#

1

−0.3

0.3 ¿ ( e

¿ ¿  p ( 1 )=¿

)

L# *"&$#$ili(#( (e .ue e u uel& se *ie"(# u# +#le!# es (e: 0222 22;

ES'UDIO DE (ASO 



P#"# u# *&$l#'i, g"#(e (e *e"s&#s si 7&g#"- &g 5 Pili#i 2001; e#+i#"& 3#'!&"es (e es!"4s- "e'u"s&s 5 #g&!#+ie!& *si'&l,gi'& e+*le#(& l# Es'#l# (e De*"esi, (el Ce!"& (e Es!u(i&s E*i(e+i&l,gi'&s CESD;- u 'ues!i&#"i& (e e#lu#'i, '&+ui!#"i&

E!"e l#s *e"s&#s si 7&g#"- l# *u!u#'i, +e(i# (el 'ues!i&#"i& CESD es 2=-) '& u# (esi#'i, es!(#" (e ?) 5 se '&si(e"# .ue *#"# l# V#"i#$le K  *u!u#'i, (el CESD- a di!tribución e! nor)a%  C&+& !"#$#%#(&" e el "e# (e #(+isi&es e u "e3ugi& *#"# *e"s&#s si 7&g#"- us!e( es el e'#"g#(& (e #*li'#" el CESD 5 (e$e e#lu#" l&s "esul!#(&s *#"# l#s ue#s *e"s&#s .ue llegue #l 'e!"&

De!"& (e l#s *&l!i'#s (el "e3ugi& se e'ue!"# .ue 'u#l.uie" *e"s&# 'u5# *u!u#'i, se# (e 20 & +s *u!&s e el CESD (e$e ei#"se # e" # u (&'!&"

INFOE A ,ESEN'A

P"e*#"e u i3&"+e e el .ue '&+& +i+&- i'lu5#:

5

1 L# *"&$#$ili(#( (e .ue u# *e"s&# .ue llegue #l "e3ugi& se# ei#(# # e" #l (&'!&" 

desviacionestandar : σ =7,5

mediana y moda por distribuconnormal: µ= 23,5  x =≥ 20

 z =

 X − µ σ 

 =

20 −23.5 7,5

 =−0.46

P"&$#$ili(#( s&li'i!#(#  P [ X ≥ 20 ] =0.1772 + 0.5 =0.6772 L# *"&$#$ili(#( (e .ue u# *e"s&# .ue llegue #l "e3ugi& 5 se# ei#(& # e" #l (&'!&" es 6??2 

2 L# *"&$#$ili(#( (e .ue u# *e"s&# .ue llegue #l "e3ugi& !eg# u# *u!#'i, (e 10 & +e&s *u!&s

Se !iee .ue  P [ X ! 10 ]  =

 =

 X − µ σ 

20 −23.5 7,5

 =−1.8

P"&$#$ili(#( s&li'i!#(#  P [ X ≥ 10 ] =0.5 −0.4641= 0.0359

L# *"&$#$ili(#( (e .ue u# *e"s&# .ue llegue #l "e3ugi& !eg# u# *u!#'i, (e 10 & +e&s *u!&s es =) 

= L# *"&$#$ili(#( (e .ue u# *e"s&# .ue llegue #l "e3ugi& !eg# u# *u!u#'i, e!"e 16 5 20 *u!&s

Se !iee .ue  P [ X  20 " y X ≥ 16 ]

 z 1=

 X − µ σ 

 z 1=

 z 2=

 z 2=

20 −23,5 7,5

=−0,46

 X − µ σ  16 −23,5 7,5

=−1

P"&$#$ili(#( s&li'i!#(# P

 X ! 20 " y X ≥

E!&'es:  P [ X ! 20 " y X ≥ 16 ]=  1−  2

 P [ X ! 20 " y X ≥ 16 ]= 0,3413 −0,1772 =0,1641

L# *"&$#$ili(#( (e .ue u# *e"s&# .ue llegue #l "e3ugi& !eg# u# *u!u#'i, e!"e 16 5 20 *u!&s es 16-@1

@ Si l#s *e"s&#s si 7&g#" '& *u!u#'i, e el 1) +s #l!& (e$e se"  ei#(#s # l&s se"i'i&s (e *"ee'i, (e sui'i(i&s- Hu4 *u!u#'i, 7#'e '#li3i'#" # u# *e"s&# .ue lleg# #l "e3ugi& *#"# es!e se"i'i&

E es!e '#s& se .uie"e .ue # *#"!i" (e l# *"&$#$ili(#( & *&"'e!#%e (#(& lleg#" #l J+e"& & #l&" (e K

Se (es*e%# K  =

 X − µ   (&(e  X =( σ ) + # σ 

 X =( σ ) + # =( 0,38∗7,5 )+ 23,5=26,35

L# *u!u#'i, (e u# *e"s&# .ue lleg# #l "e3ugi& 5 se# ei#(# #l se"i'i& (e *"ee'i, (e sui'i(i& es l# '#li3i'#'i, (e 26-=) & +#s

) L#s *e"s&#s si 7&g#" '& *u!#'i, e el 2) +s $#%&- se le e# # u se"i'i& (e &"ie!#'i, l#$&"#l *#"# +e%&"#" sus "e'u"s&s Hu4 *u!u#'i, *e"+i!e '#li3i'#" # u# *e"s&# *#"# #''e(e" # es!e se"i'i&

Es!e *u!& es igu#l #l #!e"i&" .ue # *#"!i" (e l# *"&$#$ili(#( & *&"'e!#%e (#(& lleg#" #l J+e"& & #l&" K

 =

 X − µ   (&(e  X =( σ ) + # σ 

 X =( σ ) + # = (−0,67∗7,5 )+ 23,5 =18,47

L# *u!u#'i, (e u# *e"s&# .ue lleg# #l "e3ugi& 5 .ue se# ei#(# #l se"i'i& (e &"ie!#'i, l#$&"#l es (e: 1-)? & +e&s

5ibio*ra$#a

i!u!&" 201@; Mu'i, (e *"&$#$ili(#( (e l# (is!"i$u'i, $i&+i#l 0)112016- (e i!u!&" Si!i& 8e$: 7!!*:888i!u!&"'&+*"&=$Q27!+l

R&("gue/- M  Pie"(#!- A 201@; Es!#(s!i'# *#"# #(+iis!"#'i, Re'u*e"#(& (e: 7!!*:$i$li&!e'#i"!u#lu#(e(u'&:20??li$u#(s*"e#(e"#'!i& (&'ID1101=?6?**g1?? &"&5- S 200; Es!#(s!i'# Des'"i*!i# E(i!&"i#l: Is!i!u!& T4'i'& N#'i&#l Re'u*e"#(& (e: 7!!*:$i$li&!e'#i"!u#lu#(e(u'&:20??li$u#(s*"e#(e"#'!i& (&'ID10@=660@**g12 #"!-  5 Rui/- L 200@; Es!#(s!i'# I: P"&$#$ili(#( 2( e( #("i(: P#"#i3& iiiii Re'u*e"#(& (e: 7!!*:$i$li&!e'#i"!u#lu#(e(u'&:201*seT&'(& "'D&'I(GALE ?CCK@0)2@0000)iPS!"ue*"&(I(GVRLuse"G"&u*N#+eu#("esul!Cli' T5*eA$&u!T7isPu$li'#!i& '&!e!&(uleI(GVRLse#"'7T5*eB#si'Se#"'7M&"+(&'I(GALE ?C=BDC Gil- - G&/#les- A  S#l#g"e-  201@; E%e"'i'i&s (e es!#(s!i'# !e,"i'#: P"&$#$ili(#( e i3e"e'i# Re'u*e"#(& (e: 7!!*:$i$li&!e'#i"!u#lu#(e(u'&:20??li$u#(s*"e#(e"#'!i& (&'ID10)66**g1

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