1
Logistic íB
? I
Appiled Linear Statistical Models? Neter?÷
Categorical Data Analysis? Agresti÷
?§?? Elizabeth Newton
?S
?
8 ?yDy?T
2
Logistic íB
? ?Y?M
^??M
H¥dL??
?
? V?¥2T??
>??h¥
à
μ?h¥¥?¥
?
L è CAD(y/n)
^M
-8×?Y?
?
Nóa¥f
?
? ?????
^EV ?
N]M
-F?
1
l?M
-¥f
?
? ?M
?B
ú
^
l??-ú¥
P¨
MKM
-¥f
?
E Newton
3
=í2T¥Y?f
?
E Newton
4
?Y?
^=í
H¥+
yù5
Y?f
?¥?
?
dS?¥μ[
?
?
d?
¥μZμ
E Newton
5
Logistic Y?f
?
E Newton
6
Logistic Y?f
?¥ è0
E Newton
m??US1M
- :US1 CAD¥à
q
7
Logistic Y?f
?¥?é
"
?D
??
31
"?
31
?" x¥′V M?? LogitV
M??
?∞
∞
log( /(1 ))π π?
/(1 )π π?
?∞
∞
E Newton
8
??f
?
à
qs?f
?
y1
^? ?¥ ó?à
qs?f
?1
E Newton
9
??f
?
?
E Newton
10
í LogisticíB¥
???
??Z?
E Newton
11
??Z?¥3
?>¥?
T3
P¨ Newton-Raphson
?E
Y}1×F?Kl=eE (IRLS)
7
S
H&Y} t=0,
P¨B?Kl=eE
(OLS)¥3
?
Yèo31
?+?¥Y}
0
β
E Newton
12
Logistic íB"
?¥3
d
? Log(4 /(1-4 )) " X&
? yN
?? }V??
eM
?M
H
??ê
¥9F??¥
??
31¥?Y
? ?
31
q
M?B1"
E Newton
13
è08`,
Yh¥
?
E Newton
??
{2T
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
14
?
? óq¥ 1 164?′á
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
15
?
? óq?¥M
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
16
?
? óq¥ ???m
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
17
??y0 vs.?¥Qm
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
m??US1
^?? :USsY1M
-
?′
S
18
üá¥_"E?1?" 3
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
m??US1 kpy :USsY1o?
M
-o?
?′o?
S
19
<l ?ì μ°e0E?¥l2
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
20
<l ?ì μ°e0E?¥l2
E Newton
??}
? 7
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
21
?μ
? Y??μ
? ?:??μ
? êμ?μ
E Newton
22
?êμ
? E??¥êμ
^E??¥
?
??
D??¥
?
??¥1′ b
? ??¥
?
??" 0
E Newton
23
xZμ ?
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
24
y_??9F[7á
3¥ê
μM?
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
25
{μ?F¥M
- ^2¥??
l2
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
26
{μ?F¥M
- ^2¥E?l2
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
27
êμs
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
28
?
? 16?`{μE?
??μ
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
29
Y??μ vs.E?¥m
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
m??US1 yE?′ :USsY1E?′
30
êμ?μ vs.?|¥m
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
m??US1?| :USsY1?μ
kyph.glm, type=“de…
31
êμ?μ vs.E?′¥m
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
m??US1?μ
kyph.glm2, type=“d… :USsY1E?′
kyph.glm2
32
??¥????l2
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥?B?¨
S b
33
????¥l2
?
E Newton
??}
?
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
34
"
?9¥°Zm
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
m??US1′ :USsY1
á
35
"
?9¥ QQm
E Newton
??mV
^
P¨ S-PLUS
Rèqá
3 ?¥ S-PLUS
R
^ Insightful
3¥B??¨
S b
m??US1S?
??¥sê
? :USsY1×ˉ¥sê
?