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', > /T )8 ?9 > / '= > )8#%9 #3 , E T)8 Nu l , 0E > %' /= # %9 > (i> 1 c )8 > / )8?# /= ) > > 1 )8 > ( > > 30 # ;NkB[ x "okz kBv[ v q < k # v # kz kRv[ v q z k# v Yl v $Nx x $x3RkR sBx RsBx $x < :x# :v F 5 9' < > )0#%9 3 , E & ?9 > 307% > , & # EE > <~%'? , ' / > )8 NkzkBv v q <k v u$(RBy<k v s."{kYkBv[v q <k #<v [x Bx:5y ")*:x :v *8>*Yx3x $x<RkR sRx * * x< * >* cl[v $ *8* [[sBx[ *# # ; ;NkB[x "okzkBv[v q <k #v # kzkRv[v q zk # v :x :vNx x $x3RkR sBx < $x cl[v $ [RsBx[# U 0 l , *%. ? > % m! %'%' > /= )8?' &/ > d > )87%. #3 , E )8 Nu l , 0E > %9 / @ # > > ' 6) > # Nu l , 0E > ' ( ;NkB[x "okzkBv[v q <k #v #3n x3 | k3j"okz kRv vDq Yk <v%# kzkRv[v q zk# v :x :vNx x $x3RkR sBx q q # $x q c l[ v q$ [R sBqx[ )0 > /T V\ ( , V / ( T %' 0, D1 , 9& , ( > )87%. #3/T, E N )8/ Nu l , 0E > %9 / @ # > > ' Q) > > ?> % )8 > > > 30# l > ' > ' > L"> )87%. #3 , E |)8 Nu l , 0E >n > %'%'])8 > /= # E?E >n %. > ' / > V / |%9 ( ) ;> 1 V 1 )8 , 9 > M ,00j > /= )8 > ( }) > ' # "' *)8 / "T%'? , /=Q ? > ' ( > # > A& E?E % 0 %&%9T S # ( > '% , , ',0"! )8 % P > 0= l , %9 > % %97)8 /= ) > 'a > 'a)8 ?9 > / ' 4 V #~%9# 1!> )8 / > ) s[Bv s "#<%' ( ) > 0' %'%' /T ?> R 3kBxRx u3s :v s " # # # ?> % % j1 V ( h' 3kBx x ; 1 %.&A , A > ) > s &% %' &( > E F 0) h' @ I / > T c %9 = / N )8?# > " / n > > %&%9T c %9 /= % ,0 )8?# c , ' / > V , & # EE > /= %9 , & / > ) NsB3R|Bx "63kBxRx # + q .q ; W c 0 > & 0 0&i( > ) , '8% > > 0 )8 ( %9 %97)8 > E _S)8 ) / T*%. /= N )8 c , A& / > st q > > ,"i( %'%' &( > E V > #_ ( > ''h@ l , %9 U", 1 %'%' > /= q_# ,0/ ' )8 > %'%') > 0 )0 %'? , "E > Qs c > /= # E?E > )8 > % , >6 > %&%9V 0 )8 @ T)0?# > 0 / >H > %&%'T# ( > s qm=%9 /= % ," ; :l"xR q6y[ u," u #<n ; :l"xR q6y[ + # l , %9 =0, %. ', > /= #g%9 / a)8 # ( > > %&%' y [ u B :lx[ qJy[# " m # y [ ; ; + # # kBxRx M j 303j ( * )8 >T / ( > %&%9 > 'g ( > a)8 > ( > > 30 # y Rk."# > ## ( > # > %&%9xV , ' ## EE > ) > uN , 0E " ; y RkH"63kBx x<RsBx[:By #-# +-, )8xV 9 ' | > .% > )87%9 3 , E D )8 uN l , 0 E > 3 > %9 > )8# > # @ / > ) < ;NkB[x "Oy RH k "J3kBxRx <[sBx[ 5y [ #-# " q # 3" # # " # # 3" # " [ l , %9 ?> % # > %&%9 % %9 &, A& %97)8 > ) c %9 /= N =% , % l , ?# % ," Q , % " U 0 l , *%. > % 1 %9 /= 8) ?' &/ > > )87%. #3 , E 6)8 Nu l , 0E > %' /= # UNu l , 0E ? > & ( NkB[x "Oy RkH"J3kBxRx <[sBx[ 5y [ #-#n[x<R|[k[jH"J<kBx x%# ; " D# q 3" # # q " # # q 3" # q " q ! "#%$'&($)+*, //! $ F )8?' '/ > D)0#%9 3 , E U)0 Nu l , 0E > ) 0 #H / > ) ) > , '# E?E > 1 %' /=0 kB: [x"# M ,00j > /= )0 > ( d) , /}, > 3" # # ( > '}% , % ?9&a})8 ( )8h& &/ > > > ' ( > > 3j?# > )8 ' 0E > I ? ?> % % 1! #) , /}, > 3" #~% > > 0 # <)8? 0g< S)0? > ?# ; v:y yzj uBy "osRx3l")*OBx s * % # sBx<l")*<y3 <kR -* # {s x3l">*Y Rs s A*8 # ! 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V T > > 1 > 8) 7%. #3 , E > %9 & > 8) ?# c 6 , % > )8? ##<)0 ( 9% # (,0 & 0 * %9 )8 V ! ?303j ' > 9% > > 3j?# > o < 10 DO 2 'c ' h a7I8 " 2 F ! ' dN > , ><1! n! ?303jm*%'%' *%'% > E > # EE > , > % > # 1 *%. > ) i( ( & > 0 </= %9 > &" /= ) & > 9& ( j ><1! > / 30# & "! %' , & # E?E > # / > ) "p Y# v3p "#$V / ) ,+h- > / 30 '= ><1! %' , '# E?E > / > ) "# M > / 'V /}, l , Vg >1 *%. > >1!?> ( # > > /= ) > , / > & > > " / > *%9 , E -)8 , / > ) \ h' , > , ><j1 " [ / > )8 a >!1 j %&% *%'%' <)8 ( 7%9~ < &,00 ! Nu, 0E ~)8 > # ( ?# V 0 > T, H ,"i( ><!1 % , >81 *%. > ><j1 ?> 4 Nu, 0E ~)8g3 > %'% ( V 0 > , > ' > ) , >!1 > 1 %'#%9' ' 4 Nu/ , 0 E '< Nu & / > E ><!1 xV ')8 a> *9%.& ( > xV 0V8 ) > , %9 ><!1 )8*%97%> .& , ' ' > 9& ( > @ [ > % > , > 7%9 > )8 > > / ? 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[ ,0/ ' # j %' E )8 c ' '( > # mj %&% %&%' & # > ' |)Rx3rq B :x s |Rv $x3RkRv y3vl [v Hk "# C Nu, "E ?y3v3l[v kH"#}l:zs "# > 0 c > / lB3:x " )8 ?> #0& j )0! >!1 0S)8 ( > " > _ > 0 "4$ )8 N > , _%9! > , % ?> '' ' W]%'7%. /}, l , 6)8 # Nu, 0E 0d) > 0 ,0 > > & > j >!1 ! Bv s " # # #Y:x" # l[v kH" # j"zkH" # j"zHk "y [ # j"zHk "< sBx q q q# Rv k5yzj: s .k ">q[q q # : s l[v kH" >q q[q# :v l[v kH" >q q[q# G ><1! Nu' &a)8~)87%9 3 , E [ 0 /= ) > 1 a >1! )8 ' 0, &? &/ > # > 9&%' V" ~%' ) > , , > h' > )87%9 > ) > > > )87%. #3 , E << l , > '# a)0? ) > 'xV8 g& E Nu& > > )0#%9 3 , E 6)8 l , > )8 4 > 1 7%9 > /=/ a)0 [ ,"/ ' )8 # > %&%9 ( # 6% A T )8 N > , =0, 1 %&%9 < )8 ?> V 00,0 6%9 ! %'% ) > 0, &a%9 / a)8#g & &( > # M l sBv: zk > # > ( > 00 %' > 'S Nu l , 0E ? > ' ( 4 > 1 , % > '' & U)8a) > & m% , % Nu ) 0, & [ l , %9 ' j )8g <> 1! ?# c > %&%9 > 3030 > /= > > 3j?~)0?~) > 'xV c > %'%' |#a 'T( > 4 > 1 , > 1! >= 0 > A& E?E > )8?# 0 0 %'6) > 4 > 1 , 3 8 ( > g)8? ( h' ! 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" , < \&A QP % 0 >R 6#~% 9 ' nP % 9 R , , > %&%9<% , a > ) > ) > 0 /= > / DP ) > s > R # # # # # < t )$ %* %$ 3 %*3+ C 0 > # Nu, "E ' > , >1! % [v:y kBv sH"{k[lBx # % h' > 06 c , '# E?E > <%'?# E g j %' E a)8 1 0 , ' >1! T, % > ) #g > %. %9 7%. ' )8? /T, %' ] ' , >81 0 % %9 > '~%'?# E > & V #a3 9 > #6)8? /=, %9 1 0 %&% > ! C c > / k[l:x '/ h''d)8 )8#%'? > S 0, ' %'?# E > & #~)8 N > , 1 %&% , >1! HP k[l:x *O * R F '/ h'' 0< c , & # E?E > < ( 7)8 "E > , 0, & )8 1 ') > P \V R V , % > ) g > %9 %' 7%9 & )8 /=, %'V )87%'? > ) # & #% ! )8 &\ > 3! ( ! RxRk (." [BxA# %* %$ 1 $ 3 * %* $ % 3 $ %* 3 F ! ' 1 ,0 > U# > > 9& #%9' 0)0 , ><1j # / > ) ) > , '## EE > 1 l: s."# l , *%. / > ) %' j %&% 1 ," > # ?> > 9' %9' 0 )8 , ><1! > %'% > ) / > / , , 1 )8 ! %'%' 3" # > > / h 0 %9 ( # 1 ,0 > ) %' /= V %9w%92)8%'#)0 > )8 ( 7)8 | >^1 *%. > >1!?> l , > ' & > &" /T ) > #U) > j & > 00 %' > ' /Tj > > / & l , > ' & ><1! # / > ) ) > , & # EE > 1 l: sH" ([sBv3p :y " #-# F > ( , ?# /= #h )8? > > / h >1! 0 1 j %&%' 30## 1 ,0 > 1 3j % , A > 6 c 0? > -+-, ! %'%' > /= )8 " / > ) l: Hs "# d ; > # ?> > '' 7%.& " 0 j %&% %&%9 & # > ' > 3030 > /= ' j )8 > %'%' " %' ( # , '# E?E > V0# Nu Ud# <)0?# 6?' 0h'' 0 %9' , 7% # / )8# > %&%9 #g' )8a ><1! V c > > >1! % , , ( #% , > # E?E > S#a ><1! V -$).0/! ! * 3 I ~%'? , ' > > > Nu}( & > 0 )0% A'' > , g%' /= ~)0g ><1! > ' ( / > )8g 06 > 0 =0& ) ' " M ,0"! ) )8 > ( , ( ?9 n , ( h' jVg > ' ?> % , > / &T) > , > &/ > U%9 > ) > )8 E?E > > V%' ! %'% > ( 5"%9 , '0 >1! P #"%9# 1!> )8 > Nu, 0E s :v s "#6%' ( *) > "' %'%' /= ?> A R uNs[:v3s " # # l[v kH" # ; ; < −3 −2 −1 x 0 1 2 0 20 uNs[:v3s " # # l[v kH" # ; ; 40 60 Index 80 100 < "s −2 −1 0 y 1 2 3 −2 −1 0 1 2 x k M=%9 (,0 > 00 %' > , > %' T%. > 307% > 0 / >D> ( , h9 uNs[:v3s " # # ?qtk [u[Tqtk " # ;l[v kH" ?qtk A# ; ; < $ −2 −1 0 x.ts 1 2 0 20 40 60 80 Time 100 MB% > ?303j 9 & , D, >1! 9% / # , '## EE > ) )0 h' > / &= ( h' j V %'h9 > ) ? / > ) l [v k." #6 c E k[l:x uNs[:v3s " # # l[v kH" Ek[l:x * *# ; ; < −2 −1 x 0 1 2 0 20 40 60 80 100 Index %97)8 > /=m >D> , B%9 /T *%9 /T > ' ( > ><1! >D 7%. > /=/ 4S" )8 > /= > ' > n#<%' /= ( #%9'< 0 )8 %'U% & ) ''D n)87%. #3 , E U)8 Nu l , 0E > f %97)8 > /= # )87%. #3 , E 6)8 Nu l , 0E > _, > ( > > 30## l , > > ' ' ( > 0 0E >l , > ?> % )8 > ) , > y3v[v sRx uBy "{sBx3l"Oy ")*Bxs x * *c| [v * *OsBvv *$# # sRx3l "Oy ">*z s sBv * * <v *!# # sBxHl ")*| < v * # sRx3l ")*csRv 3v *8 # >*c Rs[sBv * >*c s[sBv * sBxHl ")*c sByv<:x *8 %# >*| s Y|<v *!# ; y3v [v sR x u # Tq (R:yzkBv Hs "Oyv [v sBx # ;NkB [x "Oy3v [v3sBx # y3v v sBx sB$y v3Bx Rs sRv | v |[s z| v sRv 3v Bx3s Rx v [ # # # ; [x Bx "Oy3v v sBx #+ %u *z3sR3yTq * ; [x Bx "Oy3v v sBx #+ %u *z q * ;l [v H k "y3v [v sRx # ; < 0 2 4 6 8 10 12 14 aranc. F Nu E > E> )8 S '' = l , *%. > ( > )87%9 > > 3" # azz. giallo grigio > 1! >w 0 > 3" # > )D%&%' , , ><1! > rosso verde viola > ( > > 30##y3v [v3sBxw%9 1 0 N > ' C~> %9'*%'% > 0 & ) ," > %' " > > & |) > , > ( > > 30# / > ) i(, 0, 1 , '# E @ ,l > > ' ( > NkzkBv v q <k v uRy "{sBx<l"y ")* Ol[v $ * * [ RsRx *$# # # sRx3l")*OBx Bv * # sBx3l")*Yx[x $xRkB sBx * %# sBx<l")* $x < * # {sRxl"* cl v 5 * %# # ;NkzkBv v q <k v u$(RBy<k v s."{kYkBv[v q <k #<v [x Bx:5y ")*:x :v *8>*Yx 3x $x<RkR sRx * * x < * >* cl [v $ *8* [[sBx[ *# # ;NkB [x "ok zkBv [v q <k #v # kzkRv [v q zk # v :x :vNx x $x3RkR sBx $x cl [v $ [ RsBx[# ;l [v H k "{k zkBv v q <k <v * zkBv [v k #v l:v x RkBv *# ; < q 0 5 10 15 20 nessuno elementare media diploma laurea Titolo di Studio posseduto I ?> % , a%9g > , > ( > > 30## l , > &A > & ( = > > # > %9a)0 ( N > % > ) , 7%. > /=/ > 3kBx Rx u3s :v s " # # # j"<kH"J3kBxRx * sRx Bx3Rx * !c * ? zkBv3|[sB $ Rx x>3kBxRx *# ; ; < o 10 0 5 Frequenze 15 Istogramma delle altezze 140 150 160 170 180 190 altezze 1 9% > > )8?' '/ > > [ l , %9 ? > % c > /T E?E > )8?# > %&%9 ? # c 7%. > /=/ > m c / 1 j 1 , ) > V > 6) > > > &% %' 30##A >T> ' & d)8 1 &% % > y [ u # " Dm # j"<kH"J3kBxRBx<RsRx -5y 3 * [sBx Bx3 x * !$c * ? <kRv3|[sB $ Rx x>3kBxRx *# ; ; < p 0 5 10 15 20 Frequenze 25 30 35 Istogramma delle altezze 140 150 160 170 180 altezze 190 200 210 W c ) > > / 2 l , %9 c , ' / > > 0" *%9 > E B ><1j?>U> , 0) > ' %9 > %9 > & ( #% , > E?E > 'xV >?> , % > )8 > % ? > )8? ~%9 / a)8?## > %&%9 Mm%' ($," # %. ', , 3 > > & m) > , > ( > > 30## l , > ' > ' ( > 9% j %&% , '# E?E > S %9 , & / > )8 ; ; ! 3kBxRx u3s :v s " # # # :v [l v kH"6kBxRx #[ *:3kBxRx *# < 150 160 170 180 190 Altezze F &% %' > /T E E > > '% > ( )8 ( %'\3 8 ) ~ ( #a)8 , N > 5, > %9'%&% > ( > > 30# l , > ' > ' ( > > ' @ 9 3x 3v u (R:yzkBv Hs "Oy "osRx3.l ")*[yzj * %# sBxl")*>(Rx Y:x * #-#-# l[v kH"3x3v J3kBx x # ; ; < t 150 160 170 180 190 femmine n % #A > / A 6, '# j% / > ' , & # E?E > ' > %'%'# )8")8!3 > %&% / > / > l:x [u3s[:v s " # # ;l[v kH"l:x-# ; Y:x "{l:x # ; maschi # ( ?# l:v YRk "#5 ) l [v3kH"# YBx "#V 0 ( < 65 70 pesi 75 80 85 0 20 40 60 80 100 Index Z > 00 %' ' > /== > , .% &%&% > 1! # }) , ( > > 3" # m jV! )8 > ) # ) , d%9 / 3 #a)8 ( %'g6 %9 ) T , > #? ) > uNs[:v3s " # # uNs[:v3s " # # ;l[v kH" l$yzj * B * # 5y "u q q%# <#[ * R3sz" #A*# ;l:vYRk "(lyzj * *# ; [x |Bx3 ." q y ")* * >* *# l5yzj By ">* B *8>* %*$# | *c| sR *# ; ; < s + 3 2 +* * * + + ** * * + +* + 1 0 −1 + −3 −2 x y * * * * * * + * +++ * * +* * + * + ** + ++ * + + * + + * ** + + ** + + + + * * * +* + + + + * + * * +* ** *++ ++ * ++ + + + + + + + * + * +*** + + +* + ***+* * * *+ + ++* * + *+ * + * + *+ ** *** * * + + + + * + + * ++ + +* + *+ +* + * + * * ++ + * * * * + ++ + +* * ++++ * * * *+ * ** ++ + * * * + * ++ * + * * + + * * * * Variabili * * 0 20 40 60 80 100 Index M}%'~ >|>| 0 N > , ) > > uN > / 0, 1 * %'%' , '## > ( , > / > })8 ><1j ! ; 3kBxRx u3s :v s " # # # ;l:x [u3s[:v s " # # ; u Dm ; x kB u3 : l x" {s x3l :yx # ; R k [u R kBDq([sB x"J< kBxRx lRx Jx3kB%# ;l:zs "R k # < 70 75 80 85 180 190 65 80 85 160 170 altezze 50 60 70 65 70 75 pesi 20 30 40 eta 160 170 180 190 20 30 40 50 60 70 [ / > ) 3 :l x"#V , '# E?E > % 0 > V 0 )8 , ?> /= 5)0 > /= # EE > s 9% & > % > #\?# / &a)8? ( h' \V0% ,00j ) 0S , 9'~#j / ' )8 > 3003 > > %.&%&% > 0& 3 > 30# > 1 )8a*%'%' S%9 > 9& / =%' /= 1 > #])8 l , %9 > %' E =%' %'#)0 > % )8]) i( %. ', , > 1! , 2%'% i( > 0! D, 7%. > /=/ >H %. ', % , , %'# / m)8 ) > ' > )8#%9 #3 , E '/ > #)0 > > / h ~ > / *)8 > > ( > > 0E >?> > ' )8 ?9 > / '6% , ~) > ' ! ; 3kBxRx u3s :v s " # # # ; $x Dq{3kBxRx u $ x[3."6kBx[x # ; q{kBxRx u# ."JkBx x%# ; Yrq{3kBx x u c "J< kBxRx%# ; $?q{3kBx x u $ H"J< kBxRx%# ;j"<kH"J3kBxRx ([sRx : <3 * Rx3 zk *8!Y * ? zkRv | sB x[x 3kRxRx *$# ;l[ v kH" ( $y<k v3" # 3 :v s c rq{3 kRxRxRu " !$?xq{ kBq{x RkRxxBRx J q{3 kBx# x # < 0.02 0.00 0.01 Densità 0.03 0.04 Istogramma delle altezze 150 160 170 180 190 altezze M ,0"! > /= > )8 ( # > & E ] /T >- %9 &, > % , ' > 4 %'7%.& , , / > ) Nu, 0E )0 > & E Q /T %9 &, , >1! 0 '# } > Nu, 0E )8 A@ 8) > ' >S & #% ! )8 & Nu, 0E 5)8 > & E 0 '/ h''6)8 > 00 %' > U ><1!> / & > > l , *%. / > ) Y 1 & , ? >62i> <kBxl ( " ; ? RsB3sH" <kRx3l ( # ; 3 kBxRx u3s :v s " # # # ;l[v kH" ( $y<k v3" # l[:v s " # # # [: * H" # * $ Y * v:x sc l: s k- v3:xkBx v s [y3Nx x :lzs[y3 *# ;l[ v kH"Jx:y - (."J3 kBxRx%# Bx3s[k y3#: Rvq_lBvc k - -: { # < 0.0 0.2 0.4 F(x) 0.6 0.8 1.0 Funzione di ripartizione teorica ed empirica 140 150 160 170 180 190 200 x 1 / $ 1 %21 ++ ! % *3+ - 2 U 0- l , *%. > % 9% g) > 1 l , > 0-%' /= # %'## , '# l , > ) %'!Oj?9 , > )8a <> 1! \ % 9 > / 30# & *h ! b` @B \cdBA@R@R9<;f 5'85f*@R9<; + i:9<@TZ3 Z 5A; #&;[\c@ d*; fT+h\O\Y5!c\c ZzUh; Z 5A; 4 ! > ( "' ) 9 , ><1! V %' ! ?303j > ww # > w ><!1 ? 0' %&% )8'*%.& , & # EE > P % > / '( :9< R [ l , *%. 1 +O )JI 0 7% , A > 7) ?> % # Nu&/ > ><!1 n, '# E?E > w > ) > 9 > / ' )8 >!1 )Q A 0 )8 /= > / /= > / > ' ? > 00, & 4 c > A ' )8V$" >!1 " Nu'/ > D > 0 l , > #A > 1 /T A % ?> % > % 17 %9 %' > g ><j1 j Nu&/ > K5) %KV %97)8 > 0 ( 1 > 0]# ( > > 0 l , %9' ><j1 ,0 > U/ % > E #% ?9 K > 2 ><!1 ] Nu&/ > +O )JI F > , 1 #m Nu'/ > K5) %D :9< 1 j %&%' 30## , & # E?E > # 0j , / , 1 DN > > E -)8 > > :i # > `b @BdB@R59<9<;a] V i51 9<, @ T> Z3r3 h,0; d > .9<#)8F ;> %' > ( +-> , > # ) 1 w%' % , , > %:; ' 5% . > > ,> ( > > !1 ) D /=) > A % %&% j %&%9#30# / &d% , ~) ( m P > )D*%9 /T % , .4 % 2 R M8d%9g& > ( / , 0 ! ( )8-% > > )8 h9 > &% / VU%9 ?303j !1 > , 30 ? )8? 0' > /=/ > V )8 ) l , *%. /T ) , ' #~ > ('! J > )0?# C ?a)8 n,0& )8 0 % )eIQoG +]) +&% ) S BK PRL S6G IPRtKQeM +"%GcS6S 9 8zKOL:5)(MK IQoK I P ) % 5).) %&% !) 88YSO L )<Q6M K"%&% )DL$K K"% % ) 8<G<QoG V l , )8 %' 0)0 ( A > )8 )8 <#g > (&dN > 9 V"% > ( > ) % %&% % , )87% 1 %'% " 2 c a 2 H [ l , *%. > > > Nu6( ) /= > , <)8 # Nu, 0E " &/ h9 # > )8? , 1 /=! > '\ )8 a)8*% 9& ( 303" > /T > 1 ( 7%9 , 0 *)8 ' > > > Nu # Nu, 0E $x[3"#< B sH"# > ' > V > Nu, 0E $x[3"# > > > / )8 >> / ?' ?> )0 , ( h' ])0 %'%' &( > E 00," V0% 1!> ) c > / k s ~V , > / *)8 > @x /=/ ) 4 > Nu, 0E B3sH"# ?> > > ( > > 0E >S?> /T > > )8 , ( h9 _)8 %&%9 '( > @ E xV%' / > / )8 > Nu, 0E ( > %&% > > 00, 6, ( h' 4 B3sH"# _1 > Nu, 0E y3vH"# ~%' / > / ' l , h@ ##? > ><> # > Nu, 0E < %.&d) , Nu, "E a > 0 ) , ( ?9 m > # > V , '# E?E > ) , > )8 #d) , Nu, 0E V ( # %9' , A > > i( > > 0E > )8 m 4 %9V0 ( V8 c > / )8 R sH"# yvH"# 1 , > / > \V%9 > (;> 1 # ?> )8?# > / > -)0 ( > > 0E > i( > > 0E > V %97)8 > ) / ( > > 30## 0 |)0?# > / > 4 %'V ( V > / &a)8 B sH"#}" yvH"#d% ) , / > m \V"%' > (;> 1 # ?> A@ )0?# > / > S)0 ( > > 0E > i( > > 0E > > # 0 S)81=-# 0 )8 4 > Nu, 0E y3v3sH"# '/ ?9'U)0 ?> > ]# &_)8 ' ? > E ]# > @ T) > , , & # EE %' / # >Hl , ?# )0?# > Nu, 0E ^ y3v$H"# - > ' > V yv sH"# > > # ')8 ' ? > E )0 ) , ( h' n \Va%9 > @ / ' )8 l , %9 > Nu, 0E T% l , *%.& ) , ( h' 4 %9Vg ( Vj c > / )8 y3v sH"# 1 , > / > $ jV\%' > (i> 1 ?> )8?# > / > })0 & > E V %97)8 > ) / ( > > 30##B 0 |)8 > / > 4 %9V ( V > @ / ' )8 y3v sH"#% ) , / > H$ \V\%9 > (;> 1 # > )0?# > / > })8 & ? > E U > 0 6)8|6 0 6)8 4 %9_%' (,0 # ?> > 2 % > l , > ) > & -/ )0 % ,=, ?> /= 5)0 %&%9 '( > @ E ' , ' ( h9 D 1 , '# E?E > _ > Nu, 0E ."# 4 %'V ( V \V%' 0, 6 / > / )0 ."#S%9 , '## EE > , > / > d, ) > > Nu > / %' '' 'i> 1 ( h' })0% ?> & l , > ) > ' / )0)8 # 0 })8?# > / > )0? ) > > Nu > / ! " q > < o > > Nu, 0E /= A w, & # E?E > > 1 $x <3"#V 0 *%.&A , #% > / )8 > > )8 , ( h' 4 %9<)8 , ( ?9 S)8 %&%' &( > E |%' ( ?> > # / /T V0# / > %'%'A@ /T V l , > '# > / )8 >U> / h& > %9 0, _1 , & # EE > # / > ) sH" # 4 ?> > S l , > '## %' 0, m 1 , '# E?E > 6 > Nu, 0E B3Rk x"# 4 7% , A > ' %9 / # >l , ?# '' , ' > Nu, 0E B3Rk x"#B%' > 0 > Nu, 0E ( )Bx3 "#V 0 Nu 7% _ %'#)0)0h9& l , ,0/ j)8 b , 2 V 0 > "0' %'%' @ / > ' ( > / ' & 7% ! ) > 8 l , > '## , 1 / /= U / > %&%9 /=" b > 1 0 c > & ( > ?> > ' > Nu, "E ( >Bx3 "#S% # l , > ' >T , '# E?E > > %9 &, E m)83 8 F }/ > ])8?9 > #% , # w # ( )8\ "E ? 7% , A > Q, '## EE > ) :3 k [x"#m@ ( )Rx3 "#w%9 / > ) > > # >T % , A > E <)0?# c 0? # > D 8a 7 c 1 j %&%9#30# > > T > Nu, 0E w)8)8 %'A > 1 )8 0& 3 > 30# > 1 V~ > Nu, 0E > & E l , > '# ])0?# 0 > #B)87%. #3 , E B)8 0& 3 > 30# > 1 W c j %&9% #30# < > %&%9 '( > E %9 , ) @ > % , > #g) >=l , %9'd)87%. #3 , E J 1 a%'? , & )8 #d)87%. #3 , E a)87% j 30## ? >62i> : 3x < [ 47%. #3 , E 3jh > 30 / > # 30 / > # ? > ' ( > >, "A@ l , > ) > % j 0E > # L > /T/ > / h ?> / h ?> @ &/ > # #%9' ?> '/ > # F 7%'% )8 M , )8 , Nu&/ y ?#3 , # yY# I / S nZ :x kR "c:v "Y:v y3 $yzj yzj x [l ( |B $ |Bx v j l:x s [Bv3|v s :v s l:v p:x " k)( "p By3v m)8 ?# @ # sB3kBx - ( V#-( !V $yzl Yj:3l:lRx!sRVv y3[x $v:x[y33 k [< VRv v3|jggVVV# #y3 v [ | x $ x gV [ 3R - (jV $yzl Yj:3l:Y \x!VRVV$ y3[x / ' > )0)8 E > zjB3l:x V zj:3lBx !V yzl Rx!V lRsBv Rx!V lRsBv v:y3 k <v3gV y3 [x -(jV $yzl F w '' > Nu, 0E )8S)0 %'A > 1 VS%9 > ' ! > / )0?# > )8#%9 #3 , E , > jV > Nu, 0E -)8 > & E , > lgV # l , > & # , > %&%' &( > E %9 , ) @ ?> % , > # , > s )n%' /= V %9 , & / > ) ( ?> > # @ ( > 2% , #_) , )85)8 , > )8#%9 #3 , E ]])8"M , )8 ws q- )8a##3! > 1 ' #% j )8 0E > )8 0, '~@ ; zlRkH"6u q -( # > # > )0 > + q < p #a%9 , & / > ) ( # < ( > > l , > & #< ' 7% j )0 0E > )8 , > 0& 3 > 30# > 1 >= ) > % 0, 6)8 , > 0) #%9 3 , E L P Vjp R > > c#s ;-(." + q q # W c N > ## > 00 %' > >1!?> / ' > Nu, 0E ])8)8 %' > 1 )8 , > ( > > 30## ?> @ %'#)0 > /T # > % , %9 ( # > _ > 00 %' > > Nu, 0E )0$)8 %'A > 1 % , > # 6 > Nu, 0E d)0 > ' E <)0 , > ( > > 30# ?> % , > # '/ > 6%9 > ) > )8 E?E > > l[v kH" ( $y<k v3" # l[:v s " # u *-*8 $Y * v3:x x3zk > x sYlB s k v3:x : H" $# *# ;l[v kH" ( $y<k v3" # 3:v s " # u Hy3v *csBx * # ; 0.0 0.2 0.4 0.6 0.8 1.0 Funzione di densità e di ripartizione di una N(0,1) −3 −2 −1 0 1 2 3 x 10 aO O O D / jV\V "V V !V # )8? ( h9 ,0/ xV , > / > V [ )8 0 > = / )8 # :\VgV V # )8? N > 9 > %9 j 303! ' > ( -~%'? , & T ! > B B B ." # B >u :u : : B : : B B: ?m Y : ::n ": B B # : u$: m r m :- :n :n : : : ," B # < 0) > # /= )0?# )8 ? *%'%' - > 6%' /= # d)8 m% , [ 0 /= > /= # > c ' ?9 > V0#a%9 ) % # A > %&%9 - > <%' /= # d)8 w% , > 9 > ( % c # V "1 & h' > , # > q v |H "%&%9#$V8 % , /}<, ' ! > V )8 ? # > ('> > h309 #>#-/= > % #Nu A'/ > > > V l:v H" # %&%9 ! / > #6)8 D% , m)8a > ) [ 0 /==, % > ! / > xV#~%' ) Tj ' 0E 6*% ' B B ? " # B l:v H" # %&%9 /}, ' > )8 / > 6)8? /T )8 Nu&/ > > ) > |d) > \' '/ j # / > g 1 > g > ) [v | u I ^ > ) , > ( >= > %&%9a)8?' '/ > &<) > : I _^ > %&%'a)8h& &/ > '6) > :| i( > > > /T )8 > )0)8 ' ( > ) , N > ' a)8 m% , :| [ 0 / ) , 6% 1j?> > %.&%&% >= > %'%' 1j?> E S ' > > V ~%9 )8a) , d% 1!> > %9'*%'% >= > %&%9 1!> E > " #) > > % / > N > ' , /= )8 0 & % #g\h'' 0 > g<#6 & > E > ) , N > 9 /T )8 #~)8 %&%9 - > <%' /= # 6)8 D% , m%' > > ' ?a# ( ?##a)8 :\V )0\ ' )0 1!> C c , ' / > Nu&/ > ) > 1 %9' / % 'd)0g > &< ' h''6 )8 0E l , > &~% a# ( ?# a)8 : C c > 1 , % > )0 1 , /= )8 /= )8?# # > V 1 C > Nu'/ > V _, )8 > sYl:v<kB Nv3l kBx3s gv3l >kBx s q q q ) i( 8s zlBv<kB 1 , ( h9 D, > / > 0)8 1 #% = > # ( > > 30 # )8 A@ 1 c > TA@ %' /T V B u"V "T /= # > c , %9 c % , %9 % ! %. > 4 vl" = )8 , & &/ /= )8?# !4 kBx s 1 =, ( ?9 =, > / > P /=0 % s R V , N > 9 V , > Nu&/}, > /=0 )8 & N > ' xV ( ?9 / > 0 *%'%' > > C~> Nu, 0E ? "#D l , %9 &%9 1 , '## EE > > 3" w c ' @ 0 h > E )8 > / B Vhu"V | / > )0?# > Nu&/}, > V / > , & # EE > # / > > A / h' C~> Nu, "E <3 > %9 > ) > ' > /T )8 #a# > /}, A& # )8 > 1 "# $vRx[v q{ k kB kRv[u " (Rv s #[ R kB R kB q ([sB $x%# "# -1 c h' d/= )8 > ) > ' > V 0-' ?> / ' %'7%.&-)8 , > [ ( > -)8 ##%9 > )8 #% , > & )8?# >D > %&%' F \h' , > , ac > > 7%' )0?# > ( > > 0E > %9 0, 1 , & # EE > > 0 > Nu, 0E r v$H" (Rv s [ R kBR kBDq([sB x # C B Nu&/ > E % , /= )0?# > ) > 9 > Sj %&% %&%9 ( #% , > E?E > ' , & # EE > ) <0j , Nu, 0E V ?# ?> &6)8~%'? , A y3v x( x (-(RxBy<k B3l l: lRsBx y<k sBx : # < R x$y3x (R : [ Bx# lRsc Rk < kBxl 3:v$B sBv3l (Rv s #[ l v k lRsBv w $ s ; ! [5 / > )8 , 1 /, / ' , '## EE > &~% ~%'? , ' t < Z %9' , #% < > > ( > )8 > > ##%'a)8 > ( > > "E > 3:v$B"6v |[|Bx k kBv%# Rx 3$y3x "6v | |Bx3k kBv%# M /=/ > )8? l , > ) > & %'7) , > V ? > % % > > (Rv s [ "Jv | |Bx k[kBv # W]%9 > S c % 0 %&%9 S)8 /= )8?# ! l[v3Hk "6v | |Rx k kBv # F & ) , l , > ' & ><1! V , & # EE > ' c > > ##%'g)8? %'7) , lRsBx [y<Hk "Jv | |Bx k[kBv 8:x3p# kB kB q( sB $x # [ a) > > Nu > / Nu A )0 ( > ( ( > > 30# % j1 ?> & #d%.&%&%9<h& "h9&d)8?## Z , , ( =, / > > # %9' #% h9 > > )8 ( > 0 )8?9' 0 & #% ! ) > ( > 06)8h& &/ > ( > > 30# g R3kB q([sR $x M$ > /= > , > ( %' 7% > )8 c h9 " W]%9 > S > / > 6)8 *%97) , xV ? ?> % T *% > ' lRscRkH"6v |[|Bx k kBv%# sBx : "6v | |Rx k kRv%# sBx ."6v |[|Bx k kB%v # <kBxl "6v | |Rx k kBv # M?# E > , 0j , T/= )8 > , ) ? # / > ) & &/ ~ " *%9 '( > ) > 0# # %9' , # /= )8?# , 1 > )8 ( > S)8 [ P 2i> 2 [ Nu&/ > ' ' R '' , ?# > ?> %.& O_7%9 M$ > /= > , > /= T > %&% , )8 #% , > & )8?# c > > ##%'a)8 ? *%'%' $ sH"Jv | |Bx k[kBv # * %$ .0$'1 1 * * - * % C~> Nu, 0E l R3kBx"# &/ ?9&D)8 > ) > ' > , /T )8 "w)8j 7% w) > , 0 )8 & / & > ) > ' > = l , > 0S' '/ > , ' (} /T %'% # :v$Bv q$v Rx[v u l#R3kBx" BxBy yzj"vDqv x3v8:vBDq(Rv s #[ # [ BvB q( v s 6 > > 9& S% > #~q 0, 1 *%'%' , % > = )8 > < >= ' @ % ! )8 & > '6)8 > ( 0 > Nu'/, > F %' /= ; ( u " B B q B # B kB lRsRv $y<k v3 # ; ( u l#R kRx" ( >q B ; ( u l#R 3kBx" ( s kH":q# q# > ) > 9& i> 1 , > ? %&%' /, A& >Q>H l , ( > > 30## V # ( > > 30 # 0 %'|) > ) > > Nu > / lRsBv $ y<k< v3gV > ) > ' > , , A& /T )8 0 , )0 , %'%9 S %9@ % % T ) 9 , ( &S% , /= )8?# =0 )8 ) / ( 30 #<)8 7% ! %. > > > > > > > > )8 l , > ) > > )8 [ ]%9 / 3 )D* %9 /T > > > q 0, 1 *%'%' , % > > 0= > A '*%.& ; ( :l"x:v u " q R kB >lRsBv$y<kv # > ) > 9& i> 1 #% ?9& ( > / & , /T )8 #% j %9 > ? *%'% , ''D > ( > > 30# 0 %' & ?~) > > Nu > / lRsRv $y<k v3 -$).0/! ! * * 12 !%$ %$) $ 1 $* %$ -$).0/!12 3 $ [ ) > ' 0 , '# E?E /= l , %9 > %' E S% ) > ' 1 9' E > & > , 6)8?# Nu, 0E g)8\ > E Nu '-) > S 1 % > l , )8\# N > 9 0S%9S%9 > )8 h& l , %9 >> > 7%' , & # E?E > ) #j%9'*%'%' / > )8 0 ( ) /= V%' 9' ' > " > < q > 7% , A > &a)8 ( %9 [ )8 0 > /= > a% m > ( > > 30# <)8 #% ! %. > m > ( > > 30# S% # > & ( > ; ; u .m u 3 Bl[x" ^sBx3l[:y3x # #; u B B s :v s# " # # %# ; + q # q ?q q # ?q q .q + q .q Dq # ?q q ?q q + # q q # Dq q q$ q q # + q q # Dq q # q .q >u q + q q ;NsBxTqtsRx | u " # ; + + Dm $3sH"osBx#TqtsBx| # " (Rv s [ # Bx : T m Bx Y B u .q u q q Dq q # m <k$3kBx k q [s sBv s kB :x [sH"; *k # v x(-( [ y< x3Rk T ; kBx sy3xlRk # q q q q q # Dq .q bq BxRu uuu z| " ( qay3v RxTm q q Dq Bq q B x : <kB3# s x s sRv s?m # bq>v3 x | sBx x# v (([sBx x v k Yl [x :u B sBx m q # :Rw <kBx Bu# :3sBx m q :#u zkB k zk [yTm # q >v 3# l5u!B :xDm .q # xRu 4 > 0 )8 & $ s H"#%' 0, <1 ( )8 V; > c > & V / 2#_%.& / _)8 > > / ? %' > } > > s " s c ' ?9 > > p s q t " ' > > V / > > &w)8 ( > > 0E > % #? > > ) > /= )0?# 7% , A > ?# ( > > P s* R MD%9 (,0 #\ h' , > m ><!1 0 & ) > ' > h' > %9' / > > V / > )8) > "? ! , & # EE > 6% a%'? , ' l[v kH" # ; YBx "osBx qtsBx | # ; > < qs 0 200 y 400 600 0 20 40 60 80 100 x )> l ( #% , > # / , > #m%' 0, 1 > E?E > ] > > 3j?# > )8 > ) ) > , & # EE > , 3 ," > ) > 9 > > > ##%'8)8?# > ( > 1 %9 , & < / 8) ?# > ?9 >n> ) > ' M D%9 ($," # > 0E > l , *%. -/= )8?# )0 %&%9 V ; 3:v B "osBx Tq_sBx | # [: v ( R s3y3xB[x BxYl:v33xDm A( Bx B Bx [sH"; # # # q bq # x u B x : # uuu z| " ( qay3v Rx Tm q q Dq Bq q M}%' (,0 }\ h9 , > , ~c > > ##%'~)8 %'7) , ~)8 ' j ><1! V > > %' j %&% : , & # EE > <~%'? , ' / > )8 l: sH" ([sBv3p y " %#-# ;l[v kH"{sBxTqtsRx | # ;l: sH" ([sBv3p y " 8$#-# ; > < 6 3 2 1 0 6 −2 −1 0 1 2 Theoretical Quantiles Scale−Location plot Cook’s distance plot 1.0 6 9 0.00 0.5 15 0.20 6 23 0.10 15 0.30 Fitted values Cook’s distance 1.5 23 500 0.0 Standardized residuals 300 15 −1 100 −100 Residuals 23 0 100 q Normal Q−Q plot 15 Standardized residuals Residuals vs Fitted 0 100 300 500 0 5 10 15 20 25 30 1 %' &( A m > 00 %' > w l , > ' & ><1! [ / > ) l: sH" ([sBv3p :y " %# # n Nu '5) > , ac , ?> 1 *%. > )0 ( 7% > l , > 9 ' > ' P ) , 0|H) , @ 0 R 4 c , A& /= / > ) > 7%9 > 3" #A > %'A , > E # > > [ > ' > V g <> 1j ( #% , > # E?E > ' a) > 0 Nu&/ > E g% , g '& >? #)0 > ? > ' ( > / & > # c )8 )8 0E > P >1! > A > %' #%9 >R V > # c ! '%'])8 &/ > > 1 P >1! > > )8%9 >R V > # > /= % 0) > %9' > 1 P ><1j 3 > %&% > %' #%9 >R > > ( , > # 0 %' 0E > )0 ( > > / > P >1! 3 > %&% > )8%9 >R I ? > % % 1! V %' / 3 > %&%9 Nu & ( > E )8?# j &%'$)03 > %9 N > 9&% , # '& >? 7)8 > # Fitted values Obs. number J $ 2 a 2 'O [ / > )8 j %&% %&%9 > ',"0 > & , % > ) = > &%'j > j q x q q lR= s = x [l s = l , > ?> % # ( > )8? & ,00j )8#%9 &, E 1 # #% , > )8 c , A& / > *% 0 %&%' )8a &,00j" W c j %&%' 30## , % > S% 0 %&%9 0) E > # a)8?\& j ( J" x[lRs $# x[lRs >x#3x x[lRs ) i( rx[lRs ] >< / #% , > S, ( > 2 ! I c *% " *%'%' 2 ?> %' j %&% , & # EE > H# > > E > ! \V; \V \V* ;\V0 M ! %'% > 0 , '# E?E > <# > I ^ b P R V I 4 P m R ^ Z P \ R a > Nu&/ > , 1 > *%9 , Nu& '8 / < ?# / /= ) %' / # # / h& V Nu'/ , 1 , ( , ) %' #%9 )0%9 ; > > > > > > > c *% 0 %&%' -*% > / > ) % # 0 /= ?# / )8 ( 0 )8 & / > ) m 1 > > x[lRs %'S #% , > )0,x[lRs #% , > )8 l , %9 > 7%9 &, E 1 x[lRs W%97%9' , > ( %9 0< > > Nu&/ > (Rx#3x"Oyv3# v3Bx ( # > > >H> > ?9 [ #% , > )8? 1 \V > / &\ ( ?9 EE > > )0b $K MOK "% ) i( }# 7% , > 1 , ( ?9 > > # >m /=! '=)8 )8 > %' ) > %9=)8 ( A > ( > # 7% , > )0Dy3v3 v:x 1 -: F 0 > / ?# Nu, 0E > / )8?~) , %. ', '' ( x 3xT )(Rx 3x " #V ( )0 > /T ) , 6*%9 /= ; u .m # # # s "YR| $ x#3[ u|BxD m x#3x u # k[j:x y3v# zk<v3Nj: [x3 | k[j ; 3 v k[j:x ( z s zk x[x $xRkNp" : x ; ; + ( " # q ; 3x crm ( " # 5 < u x #3x u q + [ l , %9 ?> % U1 %9 > d( > , > % # 0 /T ?# / )8? ( h' DTV 7% , A > ) 1 uV D >w )8 E V\ c % 0 %&%9 0 ( # 0 % > %'7)8 > E , > # >1 d# ( > 6)8 H% > i> 1 "'0 = > > ) s W c ) > > / /}, l , > 303" > 0& ) ' H, / %&% > )8 > (( & / 0|% #? >D / ? ( > , > > )8 E D%9 > %9 > , '# E?E > % # " /= ?# / )8* J %' /= )8 , & # EE # %. ', 9 (Rx 3x"# S 1 ( S ~%'? , & ; Rx#x u x#3x # ( " # + ; ( " ; + / |%' 0, 1 > Va l , *%. ?> % D( # ( > , > > >H )8 E d ( > w)8D , > # > 1 D# #% , > k 1 , ( ?9 H)8 s D)0 " 0 , 1 V > ) %' /= V8*%'%' > %&%9 > > ( ?9 W]%'7%.& > 0< %9 &, ' 06 > > Nu &/ > Rv s {Bv $x Y x[l s # x[l s 1 > ( > > 3" #6)8g x[l s < 1 )8a% #A T, > %9 l , 0E > )8\' ! .m ) i( :v $x S / > )8 %'? , - % ;NsBx3l:x 3k x [lRs ;p "j [x "Oy3v3# v3Bx # x[lRs 1 #% [ / > ) sBx 0, 1 *%'%' , % > & &/ > l , > #%' > %9_ ) H /= ) } ' &/ > , sBx3lBx k [ / > ) :x k 0, 1 %&%9 , % > d & &'/= , > ' > > %&% > > ##S7%9 &, E a% , %&%' ( > $:x k D a 2 D 8 J 1 )0 1 > ) > , ac > %'%'? > E <)8?\& j J > Nu, 0E < ;:v $x u ( $yzk v3 "J s | ( s | q q q # x YlRsBx v3:x ) i( #x zlRsBx v3:x 0, 1 *%'%' > > 1 , &,00j )8]*% " *%'%' > 0 , %9m) > > &%'g > \ ;:v $x u ( $yzk v3 x zl sBx <v3:x "J s | ( s | q q q # xx zzll sBsBxx <<v3v3::xx qqq ; ( H" [ #% , > )8?# > Nu, 0E d% > i > 1 > # < c , ' /T( > ?> > ! J >T " > / > > )8 Nu, "E 1 N > 9 > 8) % ~%9 , ' /= ) 5 :v $x"J s | E s | q[q q# < qq ; M ( U)8 # Nu, "E _1 /= ) d , 1 %9 /= 2/ /= E?E > , > %9 #U)8 / > )8 M 9 > , > Nu, 0E B%' 0,U1 , '## EE > / > ) x YkH"{:v x ( v3:x # 5 0 > / > , )8 S)8j'*%. DP % 9 h !S% > / 'S GcS6S6G G<tK R 0 ( 7% , > # EE > # 'j )8 > Nu, 0E " l , )0 V ? # /= )0 1! "V 0, 1 %&%' % > ( > > [ , > % , ? %&%9 ( > %'%&%9 # Nu, 0E ! %'% %&%' " > @ / > & , & # EE > ) # / > ) 3v Rs5y3x")*OBv $x ( [x *#$V 0",0 , '## EE > ) > ( &M ,0 Z )8 ) > / , L # e^ > %&%'? > E )8 > > N > 9 > , > Nu, 0E < 1 > #S<& /=j > > ( # % >=l , > ) %9a*% 6) > # > Nu, "E J #$% J4 2 5D 2 I8 1 >? /= > > ) > )8 ( %' >6i2 > % 0 "' # , 1 % ( > > & > > #7%9g%9 > &A@ %9' 0 ]^ , '# E?E > V ; 1 V 0, 1 % ( , >62i> -)8 0&" # Nu, "E xV ? > ' ( 1 #})8a"? V"*%9 /T ~d) > 'xV 0 j 0, 1 *%'%' *% )8 0, 3030# ) / V % 9 j ) > ' % [ l , *%. > > > Nu %9 N > i> 1 % T N / > # > > E S)8 , >62i> % 9 ) *,+.- V / > ) > ) > 0& %&%9 /=| > > > Nu= ( , > # )0\ 0E 0%9 > 0 ? ?> % , ~%9a)0#% ! %&%'<)0?~%'#%9' / > > ' ( h ! 1 >m > E ? [ 0 /=m > %'% | > > # EE > E d)8 , 0'0 | >6i2 > } / 0 ' 0 / , , %97%.& > )8 >H?> &?# > V >w 307% > ) > %.&%&% @ 1 #% %.& )8 / )8? >6i2 > [ l , %9 >D?> &?# > ( ' > > & , ''B 1 =T % 9 ?> ' #V %&% > > >= /T > E S)0? >6i2 > [81 & , ' ?# > > ' > 0 > #H% ? ? *) ? I ? 0 /= 1 D% Q >? " , %'= , 9'D# 0 > #] Nu&/ > E % , >6i2 > V / m 10 & / V > ( %9 V_ > ) > > )8 > E VU > , V S' j )8S# 0E > Nu&/ > E n '<)8 #< Nu'/ > E l , & , ' ( ' > 0 d, '## EE > &- )8 /= > E })8 >62i> [ 1 ? & & } / )8 / > )8 *) & 3 ( |)8*% E +-, %9 1 0, 1 *%'%' > Q/ > , > / &V / >Q> > ' > '( % / > ) Y#Rx $3; ? & > N > %' , > " ) i( |%. T > > )m )8 ?> , )8?a%' / 3 )8 0&/= , & # EE > '~) > ) ,+h- 4 j l , %9'S) , 1 #V30#% > > n)8 #% ' ?> &?# > , )8 # l , > j ?3"3! ' > 0 %&%' =%9 h' > / ' %&% > C |% 9 > ' #% jV $3\V R kR!V Y <k\V zsy8V kBx <k C >> '?# > \V 0 -1 >}l , # 0 /, l , <)8 ( %&%' S%' /=0 0 *%9 'V ' 'i> 1 1 ' &g )8 < [ / 6)8? 1 )8 )8 }) i($i> 1 E > ?9& > Vj) > ( , > >|l , *%.&d%9' %9 EqjVq "V q jV qtsjDV q W c %' > c , '# E?E )8?# c %9' %' q C ( # , '# E?E > > % #A > / '6) > *%'% , > & % N .O > 1 >T?> ' > $3gV 0 '# J ~c > A >?> ' >} " 1 j %&%9#30# / h'' 1 D )82 0? } c / > ) , % >6 2iE> E +-, *%.& 1 #m) i( > ( %9' %' H q qts C ? > 3 > <)8~'%9' , '## > % ( < 1 #})8~"? 1 %9 > % A' > 0 l , %9 / > , > 5+-, *%. ? > 3 > <)8 1 C*b W V l , > # d '*%.& '/ ?9' > /= # > <)8 )8 > _ 1 # q jV8)8? 1 6)8g0 Nu&/ > C b W V = kBx <kBv 0 > ) 3 ( / & > # > % ' ?> &?# " % )87% % > 30# >- /= # > E 2)8 , >6 2i> V R kB '# 2)8 1 #5)0) > '82 > 3j?# V 1 # " # 5 < ! j %&% *%'%' )8 ' )8j ' )0 V\ > 3! > )Q /=/ ( > > / > ) 3Bx "# +-, %9' 1 #)8 ) > ' ( / > ) R3kB"# I ?# > % 9 )8 & kBx zk ( > " %9' %' q q cgV ' '5)8? )0 % > > # >6 2;> 4 j > ( > 1 25 5% 9 > ' #V ( 1! 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