12

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 5 x 5 + β 7 x 7 + β 8 x 8 ) ) ) 1

13

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 5 x 5 + β 6 x 6 ) ) ) 1

14

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 5 x 5 + β 6 x 6 + β 8 x 8 ) ) ) 1

15

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 5 x 5 + β 6 x 6 + β 7 x 7 ) ) ) 1

16

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 5 x 5 + β 6 x 6 + β 7 x 7 + β 8 x 8 ) ) ) 1

17

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 ) ) ) 1

18

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 8 x 8 ) ) ) 1

19

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 7 x 7 ) ) ) 1

20

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 7 x 7 + β 8 x 8 ) ) ) 1

21

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 6 x 6 ) ) ) 1

22

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 6 x 6 + β 8 x 8 ) ) ) 1

23

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 6 x 6 + β 7 x 7 ) ) ) 1

24

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 6 x 6 + β 7 x 7 + β 8 x 8 ) ) ) 1

25

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 ) ) ) 1

26

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 + β 8 x 8 ) ) ) 1

27

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 + β 7 x 7 ) ) ) 1

28

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 + β 7 x 7 + β 8 x 8 ) ) ) 1

29

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 + β 6 x 6 ) ) ) 1

30

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 + β 6 x 6 + β 8 x 8 ) ) ) 1

31

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 + β 6 x 6 + β 7 x 7 ) ) ) 1

32

p = ( 1 + exp ( ( β 0 + β 1 x 1 + β 2 x 2 + β 3 x 3 + β 4 x 4 + β 5 x 5 + β 6 x 6 + β 7 x 7 + β 8 x 8 ) ) ) 1