Estatistica Aplicada av3

Prévia do material em texto

���������� ���	��
���
����	�����
������������������
���� ���
�
�
 !"#$%&()*+,-./010/.223.24
56*789-:;:<�;:
5*=8>8?=8@6>ABC>6@DE6@>FB*=*G*G@6>HHHHHHHHHHHHHHHHHHHHHHH,I7*96BJ>K=*69C9=CA89G9=G*7*69LM>N97O>E@P>QR9N7*=BC9N>J7*=*E8>QR9*
@E8*7J7*8>QR9G9=G>G9=N>==@C69C98@7>769E6LB=S*==9T7*>=6>7>68*7?=8@6>=G>=+9E8*=G9EG**=8*=+97>C7*8@7>G9=NJ>7>C*LM9769CJ7**EG*7>=
=@8B>QS*=
U69L*8>*>EVL@=*G*G>G9=
U69L*8>N>EVL@=**@E8*7J7*8>QR9G*G>G9=
U@E8*7J7*8>QR9G*G>G9=
U>EVL@=**@E8*7J7*8>QR9G*G>G9=
U69L*8>*@E8*7J7*8>QR9G*G>G9=
W�X�YZ$&[&\"]$^
_
�
 !"#$%&()*+,-./010/.2` 1`24
56*789-�;:<�;:
a*>697G969CBC69EbBE89G**L*C*E89=NA7*8@7>G9BC>J>78*G*L*J>7>>@E+*7DE6@>c=8>8?=8@6>,d9O9NJ9G*C9=6L>==@+@6>7*=8>J>78*69C9-
eAG@>G9=*L*C*E89=G*=8*=69EbBE89=,
e9G>NJ97FB*>C9G>=*CJ7*=*7V@OB>L>>C9=87>,
5C9=87>NFB*ABC=BT69EbBE89+@E@89NBC>J>78*=*L*6@9E>G>G>=9T=*7f>QS*=>T7>EO@G>=J*L>J9JBL>QR9,
a*=f@9I>G7R9J9@=A=*CJ7*BC>J>78*=@OE@+@6>8@f>G*=8*69EbBE89G**L*C*E89=,
e*G@>E>NJ9@=>C*=C>G@f@G**CGB>=J>78*=@OB>@=,
W�X�YZ$&[&\"]$^
g
�
 !"#$%&()*+,-./010/20h2/h4
56*789-�;:<�;:
i*9=G>G9==R9G*E>8B7*P>FB>E8@8>8@f>G@=67*8>N>=6L>==*==R99=G@+*7*E8*=f>L97*=FB*=B7O*CE969EbBE89G9=G>G9=,j>8>T*L>G*+7*FBDE6@>=J>7>
*=8*=G>G9=>@E+97C>QR9AE>69LBE>G>=+7*FBDE6@>=>T=9LB8>=k9EG*=*7*O@=87>9898>LG**L*C*E89=G>>C9=87>FB*J*78*E6*C>6>G>6L>==*,cC
BC>*CJ7*=>+9@7*>L@P>G>BC>J*=FB@=>>+@CG*=>T*7>FB>E8@G>G*G*+@LM9=G*6>G>+BE6@9EV7@969C>=9JQS*=G*7*=J9=8>/k0k.kl*1+@LM9=,m=
G>G9=G>J*=FB@=>+97>C97O>E@P>G9=*>+7*FBDE6@>>T=9LB8>6977*=J9EG*BU=*OB@E8*-l/Kl2K2/k.1K0/,n9CT>=*E9=G>G9=>6@C>N69E=87B>>
o)cpqcjnr5)cd5srt5-
0uN`hvK..NhvK1` NhvK0hvK2N.hv,
0uN`hvK..NhvKl` NhvK.hvK2N.hv,
0uN`hvK..NhvKl` NhvK0hvK0/N.hv,
0uN`hvK..NhvKl` NhvK0hvK2N.hv,
0uN`hvKl.NhvKl` NhvK0hvK2N.hv,
W�X�YZ$&[&\"]$^
w
�
 !"#$%&()*+,-./010/200hhl4
56*789-:;:<�;:
l,cCBC>J*=FB@=>bBE89U69E=BC@G97*==9T7*>C>76>G*>B89Cxf*LJ7*+*7@G>N+97>C9T8@G>=>==*OB@E8*=7*=J9=8>=-om)aK1(cq54or5sKl
(rsydr54zeK2(cq54jrii5jK0({5I|m4IcqzcmsKl(o)5j}54)cj5qdsK.(o)5j}54tmd~iKh(5dce5j54I9G*C9=*E8R9>+@7C>7FB*>
+7*FBDE6@>>6BCBL>G>G9=f*?6BL9=G*C9E8>G97>=G*97@O*C*B79J*@>A-
1N.v
10N`v
h1N0v
10N2v
./Nuv
W�X�YZ$&[&\"]$^
€
�
 !"#$%&()*+,-./010/2` 3l/.4
56*789-:;:<�;:
5CAG@>>7@8CA8@6>J9G*=*7*JL@6>G>G>=*OB@E8*+97C>-
‚97*=BL8>G99T8@G9J*L>G@f@=R9G>=9C>G*89G9=9=f>L97*=G*BC69EbBE89*>FB>E8@G>G*G*f>L97*=(j4ƒ
‚9f>L97FB*>J>7*6*69CC>@=+7*FBDE6@>ƒ
‚969EbBE89G*89G9=9=*L*C*E89=G*@E8*7*==**CG*8*7C@E>G9*=8BG9ƒ
‚97*=BL8>G99T8@G9J*L>G@f@=R9*E87*>=BT87>QR9G*89G9=9=f>L97*=G*BC69EbBE89*>FB>E8@G>G*G*f>L97*=ƒ
‚9f>L97FB*=**E69E87>E>J9=@QR96*E87>LG>=*7@*97G*E>G>G*G>G9=ƒ
W�X�YZ$&[&\"]$^
���������� ���	��
���
����	�����
������������������
���� ���
�
�
 !"#$%&()*+,-./010/002.345
67*89:-;<;=><;
?@9A@B*+*CD:AE98@F@GH:E*:F9*I*3JK*KJ/JLM@GD*I*E*8@B:9@D:9*87*A8:98@F@GH:N@8@LM*@OPDA@@8A9OP9A7@D:E98QEE*R@SJ/T
SJ/
3J/
3JK
SJK
UJK
V�W�XY$&Z&["\$]
^
�
 !"#$%&()*+,-./010/.0K40U5
67*89:-;<;=><;
_9*87*A8:LM@89AG*IAD*B7A@LM*-
K/` D:ED@D:EEa:O*B:8*E*K/` D:EEa:O@A:8*E,
4/` D:ED@D:EEa:O*B:8*E*S/` D:ED@D:EEa:O@A:8*E,
SK` D:ED@D:EEa:O*B:8*E*.K` D:ED@D:EEa:O@A:8*E,
.K` D:ED@D:EEa:O*B:8*E*SK` D:ED@D:EEa:O@A:8*E,
S/` D:ED@D:EEa:O*B:8*E*4/` D:ED@D:EEa:O@A:8*E,
V�W�XY$&Z&["\$] V�W�XY$&Z&["\$]
b
�
 !"#$%&()*+,-./010/.UU2425
67*89:-;<;=><;
6EO*DAD@Ec:ELM@89AEJ:ED*7AE*:EN*87*B9AEcEa:JRMB9@O*B9*7:O@ddddddddddJ7:BH*7AD@EN*G:B:O*e*BP8A7:D*E*N@8@98AC*E,
)_f
g*DA@
h@8AiB7A@
g:D@
g*DA@B@
V�W�XY$&Z&["\$]
j
�
 !"#$%&()*+,-./010/SSSS/35
67*89:-><;=><;
6AD@D*D:E@GMB:ED*MO@7*89@DAE7ANGAB@Ea:-k.0J.4J03J02J4/J.3J.0J.2J4/J.4J.KJ4KJ1/l,66ONGA9MD*7:88*EN:BD*B9*E*8m-
.1
..
.4
.U
.K
V�W�XY$&Z&["\$] V�W�XY$&Z&["\$]
>;
�
 !"#$%&()*+,-./010/.UU2125
67*89:-><;=><;
_dddddddddddPMO@O*DAD@D*DAEN*8Ea:ME@D@7:O@OPDA@,g*D*@I@8A@FAGAD@D*D:EI@G:8*EnI:G9@D@OPDA@,
o*EIA:N@D8a:
p8m+A7:E
)_f
oA@e8@O@E
g*DA@B@
V�W�XY$&Z&["\$]