## DATASETS: This site contains data sets that are not shown completely in text examples and exercises. (The numbering refers to the 3rd edition, 2013) Thanks to Charles Geyer for pointing out some errors in the original posting.

1. Horseshoe crab data set of Table 4.3

(Here y is whether a female crab has a satellite (1=yes, 0=no) and weight is in grams, rather than kg as in the text. Also, color has values 1-5 with 1=light; there were no crabs of color 1, so in the text, color was re-coded as color - 1 to give values 1, 2, 3, 4.)

```
color spine width satell weight y
3  3  28.3  8  3050 1
4  3  22.5  0  1550 0
2  1  26.0  9  2300 1
4  3  24.8  0  2100 0
4  3  26.0  4  2600 1
3  3  23.8  0  2100 0
2  1  26.5  0  2350 0
4  2  24.7  0  1900 0
3  1  23.7  0  1950 0
4  3  25.6  0  2150 0
4  3  24.3  0  2150 0
3  3  25.8  0  2650 0
3  3  28.2  11 3050 1
5  2  21.0  0  1850 0
3  1  26.0  14 2300 1
2  1  27.1  8  2950 1
3  3  25.2  1  2000 1
3  3  29.0  1  3000 1
5  3  24.7  0  2200 0
3  3  27.4  5  2700 1
3  2  23.2  4  1950 1
2  2  25.0  3  2300 1
3  1  22.5  1  1600 1
4  3  26.7  2  2600 1
5  3  25.8  3  2000 1
5  3  26.2  0  1300 0
3  3  28.7  3  3150 1
3  1  26.8  5  2700 1
5  3  27.5  0  2600 0
3  3  24.9  0  2100 0
2  1  29.3  4  3200 1
2  3  25.8  0  2600 0
3  2  25.7  0  2000 0
3  1  25.7  8  2000 1
3  1  26.7  5  2700 1
5  3  23.7  0  1850 0
3  3  26.8  0  2650 0
3  3  27.5  6  3150 1
5  3  23.4  0  1900 0
3  3  27.9  6  2800 1
4  3  27.5  3  3100 1
2  1  26.1  5  2800 1
2  1  27.7  6  2500 1
3  1  30.0  5  3300 1
4  1  28.5  9  3250 1
4  3  28.9  4  2800 1
3  3  28.2  6  2600 1
3  3  25.0  4  2100 1
3  3  28.5  3  3000 1
3  1  30.3  3  3600 1
5  3  24.7  5  2100 1
3  3  27.7  5  2900 1
2  1  27.4  6  2700 1
3  3  22.9  4  1600 1
3  1  25.7  5  2000 1
3  3  28.3  15 3000 1
3  3  27.2  3  2700 1
4  3  26.2  3  2300 1
3  1  27.8  0  2750 0
5  3  25.5  0  2250 0
4  3  27.1  0  2550 0
4  3  24.5  5  2050 1
4  1  27.0  3  2450 1
3  3  26.0  5  2150 1
3  3  28.0  1  2800 1
3  3  30.0  8  3050 1
3  3  29.0  10 3200 1
3  3  26.2  0  2400 0
3  1  26.5  0  1300 0
3  3  26.2  3  2400 1
4  3  25.6  7  2800 1
4  3  23.0  1  1650 1
4  3  23.0  0  1800 0
3  3  25.4  6  2250 1
4  3  24.2  0  1900 0
3  2  22.9  0  1600 0
4  2  26.0  3  2200 1
3  3  25.4  4  2250 1
4  3  25.7  0  1200 0
3  3  25.1  5  2100 1
4  2  24.5  0  2250 0
5  3  27.5  0  2900 0
4  3  23.1  0  1650 0
4  1  25.9  4  2550 1
3  3  25.8  0  2300 0
5  3  27.0  3  2250 1
3  3  28.5  0  3050 0
5  1  25.5  0  2750 0
5  3  23.5  0  1900 0
3  2  24.0  0  1700 0
3  1  29.7  5  3850 1
3  1  26.8  0  2550 0
5  3  26.7  0  2450 0
3  1  28.7  0  3200 0
4  3  23.1  0  1550 0
3  1  29.0  1  2800 1
4  3  25.5  0  2250 0
4  3  26.5  1  1967 1
4  3  24.5  1  2200 1
4  3  28.5  1  3000 1
3  3  28.2  1  2867 1
3  3  24.5  1  1600 1
3  3  27.5  1  2550 1
3  2  24.7  4  2550 1
3  1  25.2  1  2000 1
4  3  27.3  1  2900 1
3  3  26.3  1  2400 1
3  3  29.0  1  3100 1
3  3  25.3  2  1900 1
3  3  26.5  4  2300 1
3  3  27.8  3  3250 1
3  3  27.0  6  2500 1
4  3  25.7  0  2100 0
3  3  25.0  2  2100 1
3  3  31.9  2  3325 1
5  3  23.7  0  1800 0
5  3  29.3  12 3225 1
4  3  22.0  0  1400 0
3  3  25.0  5  2400 1
4  3  27.0  6  2500 1
4  3  23.8  6  1800 1
2  1  30.2  2  3275 1
4  3  26.2  0  2225 0
3  3  24.2  2  1650 1
3  3  27.4  3  2900 1
3  2  25.4  0  2300 0
4  3  28.4  3  3200 1
5  3  22.5  4  1475 1
3  3  26.2  2  2025 1
3  1  24.9  6  2300 1
2  2  24.5  6  1950 1
3  3  25.1  0  1800 0
3  1  28.0  4  2900 1
5  3  25.8  10 2250 1
3  3  27.9  7  3050 1
3  3  24.9  0  2200 0
3  1  28.4  5  3100 1
4  3  27.2  5  2400 1
3  2  25.0  6  2250 1
3  3  27.5  6  2625 1
3  1  33.5  7  5200 1
3  3  30.5  3  3325 1
4  3  29.0  3  2925 1
3  1  24.3  0  2000 0
3  3  25.8  0  2400 0
5  3  25.0  8  2100 1
3  1  31.7  4  3725 1
3  3  29.5  4  3025 1
4  3  24.0  10 1900 1
3  3  30.0  9  3000 1
3  3  27.6  4  2850 1
3  3  26.2  0  2300 0
3  1  23.1  0  2000 0
3  1  22.9  0  1600 0
5  3  24.5  0  1900 0
3  3  24.7  4  1950 1
3  3  28.3  0  3200 0
3  3  23.9  2  1850 1
4  3  23.8  0  1800 0
4  2  29.8  4  3500 1
3  3  26.5  4  2350 1
3  3  26.0  3  2275 1
3  3  28.2  8  3050 1
5  3  25.7  0  2150 0
3  3  26.5  7  2750 1
3  3  25.8  0  2200 0
4  3  24.1  0  1800 0
4  3  26.2  2  2175 1
4  3  26.1  3  2750 1
4  3  29.0  4  3275 1
2  1  28.0  0  2625 0
5  3  27.0  0  2625 0
3  2  24.5  0  2000 0
```

2. Teratology study data set of Table 4.7

```
litter group n y
1  1 10 1
2 1 11 4
3 1 12 9
4 1 4 4
5 1 10 10
6 1 11 9
7  1 9  9
8 1 11 11
9 1 10 10
10 1 10 7
11 1 12 12
12 1 10 9
13 1 8  8
14 1 11  9
15 1 6  4
16 1  9 7
17 1 14 14
18 1 12 7
19 1 11 9
20 1 13 8
21 1 14 5
22 1 10 10
23 1 12 10
24 1 13 8
25 1 10 10
26 1 14 3
27 1 13 13
28 1 4 3
29 1  8  8
30 1 13 5
31 1 12 12
32 2 10 1
33 2  3  1
34 2 13 1
35 2 12  0
36 2 14 4
37 2  9  2
38 2 13 2
39 2 16  1
40 2 11 0
41 2  4  0
42 2 1  0
43 2 12 0
44 3  8 0
45 3 11  1
46 3 14 0
47 3 14 1
48 3 11 0
49 4  3 0
50 4 13 0
51 4 9   2
52 4 17 2
53 4 15 0
54 4 2 0
55 4 14 1
56 4 8  0
57 4 6  0
58 4 17 0
```

3. Ray Allen data set for Exercise 4.13

```
1   0  4
2   7  9
3   4 11
4   3  6
5   5  6
6   2  7
7   3  7
8   0  1
9   1  8
10  6  9
11  0  5
12  2  5
13  0  5
14  2  4
15  5  7
16  1  3
17  3  7
18  0  2
19  8 11
20  0  8
21  0  4
22  0  4
23  2  5
24  2  7
```

4. Rajon Rondo assists data set for Exercise 5.3

```
assists result * 1=win, last 9 observations are playoffs
17 1
9 0
24 1
17 1
15 1
11 1
10 1
15 0
16 1
17 1
13 1
7 0
14 1
12 1
10 1
19 1
13 1
14 1
8 1
14 1
8 1
16 1
23 1
7 1
8 0
12 0
13 1
13 1
12 1
8 1
12 1
9 0
10 1
5 1
6 0
16 1
10 1
12 0
7 1
14 0
10 0
10 1
8 1
15 1
8 0
11 1
11 1
15 1
16 1
8 1
9 0
5 0
3 1
9 0
8 1
6 0
5 1
12 1
11 0
5 0
8 0
14 1
5 0
14 1
13 1
6 0
14 1
5 0

9 1
7 1
20 1
12 1
7 0
12 0
11 1
5 0
3 0
;
```

5. Data on Italian credit cards, for Exercise 5.22

```
income n y
24  1  0
34  7  1
48  1  0
70  5  3
27  1  0
35  1  1
49  1  0
79  1  0
28  5  2
38  3  1
50  10  2
80  1  0
29  3  0
39  2  0
52  1  0
84  1  0
30  9  1
40  5  0
59  1  0
94  1  0
31  5  1
41  2  0
60  5  2
120  6  6
32  8  0
42  2  0
65  6  6
130  1  1
33  1  0
45  1  1
68  3  3
```

6. Full data set for Table 7.2 on endometrial cancer grade

```
nv pi eh hg * standardized use nv2=(nv-0.5); pi2=(pi-17.3797)/9.9978; eh2=(eh-1.6616)/.6621;
datalines;
0 13 1.64 0
0 16 2.26 0
0  8 3.14 0
0 34 2.68 0
0 20 1.28 0
0  5 2.31 0
0 17 1.80 0
0 10 1.68 0
0 26 1.56 0
0 17 2.31 0
0  8 2.01 0
0  7 1.89 0
0 20 3.15 0
0 10 1.23 0
0 18 1.27 0
0 16 1.76 0
0 18 2.00 0
0  8 2.64 1
0 29 0.88 1
0 12 1.27 1
0 20 1.37 1
1 38 0.97 1
1 22 1.14 1
1  7 0.88 1
1 25 0.91 1
1 15 0.58 1
0  7 0.97 1
0 28 1.50 0
0 11 1.33 0
0 19 2.37 0
0 10 1.82 0
0 10 3.13 0
0 18 1.31 0
0 14 1.92 0
0 21 1.64 0
0 11 2.01 0
0 17 1.88 0
0 25 1.93 0
0 16 2.11 0
0 19 1.29 0
0 15 1.72 0
0 33 0.75 0
0 24 1.92 0
0 48 1.84 1
0 12 1.11 1
0 19 1.61 1
0  2 1.18 1
1 22 1.44 1
1 40 1.18 1
1  5 0.93 1
1  0 1.17 1
0 21 1.19 1
0 15 1.06 1
0 29 2.02 0
0 15 2.29 0
0 12 2.33 0
0  3 2.90 0
0 20 1.70 0
0 23 1.41 0
0 12 2.25 0
0 22 1.54 0
0 42 1.97 0
0 15 1.75 0
0 13 2.16 0
0 14 2.57 0
0 19 1.37 0
0 12 3.61 0
0 13 2.04 0
0 10 2.17 0
0 12 1.69 1
1 49 0.27 1
0  6 1.84 1
0  5 1.30 1
0 17 0.96 1
1 11 1.01 1
1 21 0.98 1
0  5 0.35 1
1 19 1.02 1
0 33 0.85 1
```

7. Clinical trials data set of Table 6.9

```
center treat response count
a 1 1 11
a 1 2 25
a 2 1 10
a 2 2 27
b 1 1 16
b 1 2 4
b 2 1 22
b 2 2 10
c 1 1 14
c 1 2 5
c 2 1 7
c 2 2 12
d 1 1 2
d 1 2 14
d 2 1 1
d 2 2 16
e 1 1 6
e 1 2 11
e 2 1 0
e 2 2 12
f 1 1 1
f 1 2 10
f 2 1 0
f 2 2 10
g 1 1 1
g 1 2 4
g 2 1 1
g 2 2 8
h 1 1 4
h 1 2 2
h 2 1 6
h 2 2 1
```

8. Data set for Exercises 6.3 and 9.13

```
Premarital Sex
1                     2
Religious Attendence       1        2           1          2
Birth control      1     2   1    2      1    2     1    2
1     99   15   73  25       8   4     24  22
Political            2     73   20   87  37      20  13     50  60
Views                3     51   19   51  36       6  12     33  88
```

9. Data set for Exercise 6.7

```
Race White                Race other
Age               <35     35-44     >44        <35    35-44    >44

Region           M    F    M   F    M    F     M   F   M   F   M   F

Northeast
Satisfied      288   60  224  35  337   70    38  19  32  22  21  15
Not satisfied  177   57  166  19  172   30    33  35  11  20   8  10

Mid-Atlantic
Satisfied       90   19   96  12  124   17    18  13   7   0   9   1
Not satisfied   45   12   42   5   39    2     6   7   2   3   2   1

Southern
Satisfied      226   88  189  44  156   70    45  47  18  13  11   9
Not satisfied  128   57  117  34   73   25    31  35   3   7   2   2

Midwest
Satisfied      285  110  225  53  324   60    40  66  19  25  22  11
Not satisfied  179   93  141  24  140   47    25  56  11  19   2  12

Northwest
Satisfied      270  176  215  80  269  110    36  25   9  11  16   4
Not satisfied  180  151  108  40  136   40    20  16   7   5   3   5

Southwest
Satisfied      252   97  162  47  199   62    69  45  14   8  14   2
Not satisfied  126   61   72  27   93   24    27  36   7   4   5   0

Pacific
Satisfied      119   62   66  20   67   25    45  22  15  10   8   6
Not satisfied   58   33   20  10   21   10    16  15  10   8   6   2
```

10. Data on surgery and sore throats in Table 6.15, for Exercise 6.8

```
D  T  Y
45 0 0
15 0 0
40 0 1
83 1 1
90 1 1
25 1 1
35 0 1
65 0 1
95 0 1
35 0 1
75 0 1
45 1 1
50 1 0
75 1 1
30 0 0
25 0 1
20 1 0
60 1 1
70 1 1
30 0 1
60 0 1
61 0 0
65 0 1
15 1 0
20 1 0
45 0 1
15 1 0
25 0 1
15 1 0
30 0 1
40 0 1
15 1 0
135 1 1
20 1 0
40 1 0
```

11. Data on incontinence study, for Exercise 6.20

```
y x1 x2 x3
0 -1.9 -5.3 -43
0 -1.5 3.9 -15
0 -0.1 -5.2 -32
0 0.5 27.5 8
0 0.8 -3.0 -12
0 0.8 -1.6 -2
0 0.9 3.4 1
0 2.3 23.4 14
1 -5.6 -13.1 -1
1 -5.3 -19.8 -33
1 -2.4 1.8 -9
1 -2.3 -7.4 4
1 -2.0 -5.7 -7
1 -1.7 -3.9 13
1 -0.6 -2.4 -7
1 -0.5 -14.5 -12
1 -0.1 -10.2 -5
1 -0.1 -9.9 -11
1 0.4 -17.2 -9
1 0.7 -10.7 -10
1 1.1 -4.5 -15
```

12. Data set for Exercise 6.28

```
Occupational aspirations
Socioeconomic
Gender  Residence   IQ     status
High  Low

Male     Rural     High      High              117  47
Low               54  87
Low      High               29  78
Low               31  262
Small     High      High              350  80
urban              Low               70  85
Low      High               71  120
Low               33  265
Large     High      High              151   31
urban              Low               27   23
Low      High               30   27
Low               12   52

Female   Rural     High      High              102   69
Low               52  119
Low      High               32   73
Low               28  349
Small     High      High              338   96
urban              Low               44   99
Low      High               76  107
Low               22  344
Large     High      High              148   35
urban              Low               17   39
Low      High               21   47
Low                6  116
```

13. Alligator food choice data set of Table 8.1

```
lake gender size food count
1 1 1 1 7
1 1 1 2 1
1 1 1 3 0
1 1 1 4 0
1 1 1 5 5
1 1 2 1 4
1 1 2 2 0
1 1 2 3 0
1 1 2 4 1
1 1 2 5 2
1 2 1 1 16
1 2 1 2 3
1 2 1 3 2
1 2 1 4 2
1 2 1 5 3
1 2 2 1 3
1 2 2 2 0
1 2 2 3 1
1 2 2 4 2
1 2 2 5 3
2 1 1 1 2
2 1 1 2 2
2 1 1 3 0
2 1 1 4 0
2 1 1 5 1
2 1 2 1 13
2 1 2 2 7
2 1 2 3 6
2 1 2 4 0
2 1 2 5 0
2 2 1 1 3
2 2 1 2 9
2 2 1 3 1
2 2 1 4 0
2 2 1 5 2
2 2 2 1 0
2 2 2 2 1
2 2 2 3 0
2 2 2 4 1
2 2 2 5 0
3 1 1 1 3
3 1 1 2 7
3 1 1 3 1
3 1 1 4 0
3 1 1 5 1
3 1 2 1 8
3 1 2 2 6
3 1 2 3 6
3 1 2 4 3
3 1 2 5 5
3 2 1 1 2
3 2 1 2 4
3 2 1 3 1
3 2 1 4 1
3 2 1 5 4
3 2 2 1 0
3 2 2 2 1
3 2 2 3 0
3 2 2 4 0
3 2 2 5 0
4 1 1 1 13
4 1 1 2 10
4 1 1 3 0
4 1 1 4 2
4 1 1 5 2
4 1 2 1 9
4 1 2 2 0
4 1 2 3 0
4 1 2 4 1
4 1 2 5 2
4 2 1 1 3
4 2 1 2 9
4 2 1 3 1
4 2 1 4 0
4 2 1 5 1
4 2 2 1 8
4 2 2 2 1
4 2 2 3 0
4 2 2 4 0
4 2 2 5 1
```

14. Full data set for Table 8.5 on happiness, traumatic events, and race

```
race trauma happy * race is 0=white, 1=black
0 0 1
0 0 1
0 0 1
0 0 1
0 0 1
0 0 1
0 0 1
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 2
0 0 3
0 1 1
0 1 1
0 1 1
0 1 1
0 1 1
0 1 1
0 1 1
0 1 1
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 2
0 1 3
0 2 1
0 2 1
0 2 1
0 2 1
0 2 1
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 2
0 2 3
0 3 1
0 3 2
0 3 2
0 3 2
0 3 2
0 3 2
0 3 2
0 3 2
0 3 2
0 3 2
0 3 3
0 4 1
0 4 2
0 4 2
0 4 2
0 4 2
0 5 3
0 5 3
1 0 2
1 0 3
1 1 2
1 1 2
1 1 2
1 1 3
1 2 2
1 2 2
1 2 2
1 2 3
1 3 2
1 3 2
1 3 3
```

15. Data for Exercise 8.18 on dumping severity

```
Hospital 1     Hosptial 2     Hospital 3    Hospital 4
Operation   N   S   M      N   S   M      N   S   M     N   S  M
A        23    7   2    18    6   1     8   6   3    12   9   1
B        23   10   5    18    6   2    12   4   4    15   3   2
C        20   13   5    13   13   2    11   6   2    14   8   3
D        24   10   6     9   15   2     7   7   4    13   6   4
```

16. Data for Exercise 8.28 on satisfaction with housing

```
Housing                    Low contact: Satisfaction    High contact: Satisfaction
Low   Medium   High          Low   Medium   High
Influence

Tower blocks         Low     21      21       28           14     19     37
Medium     34      22       36           17     23     40
High     10      11       36            3      5     23

Apartments           Low     61      23       17           78     46     43
Medium     43      35       40           48     45     86
High     26      18       54           15     25     62

Atrium houses        Low     13       9       10           20     23     20
Medium      8       8       12           10     22     24
High      6       7        9            7     10     21

Terraced houses      Low     18       6        7           57     23     13
Medium     15      13       13           31     21     13
High      7       5       11            5      6     13
```

17. High school student survey data set of Table 9.3

```
a c m count
1 1 1 911
1 1 2 538
1 2 1 44
1 2 2 456
2 1 1   3
2 1 2  43
2 2 1  2
2 2 2 279
```

18. Government spending data set for Exercise 9.5

```
e h c l count
1 1 1 1 62
1 1 2 1 90
1 1 3 1 74
1 2 1 1 11
1 2 2 1 22
1 2 3 1 19
1 3 1 1 2
1 3 2 1 2
1 3 3 1 1
2 1 1 1 11
2 1 2 1 21
2 1 3 1 20
2 2 1 1 1
2 2 2 1 6
2 2 3 1 6
2 3 1 1 1
2 3 2 1 2
2 3 3 1 4
3 1 1 1 3
3 1 2 1 2
3 1 3 1 9
3 2 1 1 1
3 2 2 1 2
3 2 3 1 4
3 3 1 1 1
3 3 2 1 0
3 3 3 1 1
1 1 1 2 17
1 1 2 2 42
1 1 3 2 31
1 2 1 2 7
1 2 2 2 18
1 2 3 2 14
1 3 1 2 3
1 3 2 2 0
1 3 3 2 3
2 1 1 2 3
2 1 2 2 13
2 1 3 2 8
2 2 1 2 4
2 2 2 2 9
2 2 3 2 5
2 3 1 2 0
2 3 2 2 1
2 3 3 2 3
3 1 1 2 0
3 1 2 2 1
3 1 3 2 2
3 2 1 2 0
3 2 2 2 1
3 2 3 2 2
3 3 1 2 0
3 3 2 2 0
3 3 3 2 2
1 1 1 3 5
1 1 2 3 3
1 1 3 3 11
1 2 1 3 0
1 2 2 3 1
1 2 3 3 3
1 3 1 3 1
1 3 2 3 1
1 3 3 3 1
2 1 1 3 0
2 1 2 3 2
2 1 3 3 3
2 2 1 3 0
2 2 2 3 0
2 2 3 3 2
2 3 1 3 1
2 3 2 3 1
2 3 3 3 1
3 1 1 3 0
3 1 2 3 0
3 1 3 3 1
3 2 1 3 0
3 2 2 3 0
3 2 3 3 0
3 3 1 3 0
3 3 2 3 0
3 3 3 3 3
```

19. Alcohol, cigarette, and marijuana use, by gender and race, as in Table 10.1

```
a c m r g count
1 1 1 1 1 405
1 1 1 2 1  23
1 2 1 1 1  13
1 2 1 2 1   2
2 1 1 1 1   1
2 1 1 2 1   0
2 2 1 1 1   1
2 2 1 2 1   0
1 1 2 1 1 268
1 1 2 2 1  23
1 2 2 1 1 218
1 2 2 2 1  19
2 1 2 1 1  17
2 1 2 2 1   1
2 2 2 1 1 117
2 2 2 2 1  12
1 1 1 1 2 453
1 1 1 2 2  30
1 2 1 1 2  28
1 2 1 2 2   1
2 1 1 1 2   1
2 1 1 2 2   1
2 2 1 1 2   1
2 2 1 2 2   0
1 1 2 1 2 228
1 1 2 2 2  19
1 2 2 1 2 201
1 2 2 2 2  18
2 1 2 1 2  17
2 1 2 2 2   8
2 2 2 1 2 133
2 2 2 2 2  17
```

20. Opinions about birth control and premarital sex data set of Table 10.3

```
premar birth count
1 4  38
1 3  60
1 2  68
1 1  81
2 4  14
2 3  29
2 2  26
2 1  24
3 4  42
3 3  74
3 2  41
3 1  18
4 4 157
4 3 161
4 2  57
4 1  36
```

21. Migration data set of Table 11.5

```
row column count
ne ne 266
ne mw  15
ne  s  61
ne  w  28
mw ne  10
mw mw 414
mw  s  50
mw  w  40
s ne   8
s mw  22
s  s 578
s  w  22
w ne   7
w mw   6
w  s  27
w  w 301
```

22. Depression data set of Table 12.1 in case form

```
case severity treat time outcome * outcome=1 is normal
1  0  0  0  1
1  0  0  1  1
1  0  0  2  1
2  0  0  0  1
2  0  0  1  1
2  0  0  2  1
3  0  0  0  1
3  0  0  1  1
3  0  0  2  1
4  0  0  0  1
4  0  0  1  1
4  0  0  2  1
5  0  0  0  1
5  0  0  1  1
5  0  0  2  1
6  0  0  0  1
6  0  0  1  1
6  0  0  2  1
7  0  0  0  1
7  0  0  1  1
7  0  0  2  1
8  0  0  0  1
8  0  0  1  1
8  0  0  2  1
9  0  0  0  1
9  0  0  1  1
9  0  0  2  1
10  0  0  0  1
10  0  0  1  1
10  0  0  2  1
11  0  0  0  1
11  0  0  1  1
11  0  0  2  1
12  0  0  0  1
12  0  0  1  1
12  0  0  2  1
13  0  0  0  1
13  0  0  1  1
13  0  0  2  1
14  0  0  0  1
14  0  0  1  1
14  0  0  2  1
15  0  0  0  1
15  0  0  1  1
15  0  0  2  1
16  0  0  0  1
16  0  0  1  1
16  0  0  2  1
17  0  0  0  1
17  0  0  1  1
17  0  0  2  0
18  0  0  0  1
18  0  0  1  1
18  0  0  2  0
19  0  0  0  1
19  0  0  1  1
19  0  0  2  0
20  0  0  0  1
20  0  0  1  1
20  0  0  2  0
21  0  0  0  1
21  0  0  1  1
21  0  0  2  0
22  0  0  0  1
22  0  0  1  1
22  0  0  2  0
23  0  0  0  1
23  0  0  1  1
23  0  0  2  0
24  0  0  0  1
24  0  0  1  1
24  0  0  2  0
25  0  0  0  1
25  0  0  1  1
25  0  0  2  0
26  0  0  0  1
26  0  0  1  1
26  0  0  2  0
27  0  0  0  1
27  0  0  1  1
27  0  0  2  0
28  0  0  0  1
28  0  0  1  1
28  0  0  2  0
29  0  0  0  1
29  0  0  1  1
29  0  0  2  0
30  0  0  0  1
30  0  0  1  0
30  0  0  2  1
31  0  0  0  1
31  0  0  1  0
31  0  0  2  1
32  0  0  0  1
32  0  0  1  0
32  0  0  2  1
33  0  0  0  1
33  0  0  1  0
33  0  0  2  1
34  0  0  0  1
34  0  0  1  0
34  0  0  2  1
35  0  0  0  1
35  0  0  1  0
35  0  0  2  1
36  0  0  0  1
36  0  0  1  0
36  0  0  2  1
37  0  0  0  1
37  0  0  1  0
37  0  0  2  1
38  0  0  0  1
38  0  0  1  0
38  0  0  2  1
39  0  0  0  1
39  0  0  1  0
39  0  0  2  0
40  0  0  0  1
40  0  0  1  0
40  0  0  2  0
41  0  0  0  1
41  0  0  1  0
41  0  0  2  0
42  0  0  0  0
42  0  0  1  1
42  0  0  2  1
43  0  0  0  0
43  0  0  1  1
43  0  0  2  1
44  0  0  0  0
44  0  0  1  1
44  0  0  2  1
45  0  0  0  0
45  0  0  1  1
45  0  0  2  1
46  0  0  0  0
46  0  0  1  1
46  0  0  2  1
47  0  0  0  0
47  0  0  1  1
47  0  0  2  1
48  0  0  0  0
48  0  0  1  1
48  0  0  2  1
49  0  0  0  0
49  0  0  1  1
49  0  0  2  1
50  0  0  0  0
50  0  0  1  1
50  0  0  2  1
51  0  0  0  0
51  0  0  1  1
51  0  0  2  1
52  0  0  0  0
52  0  0  1  1
52  0  0  2  1
53  0  0  0  0
53  0  0  1  1
53  0  0  2  1
54  0  0  0  0
54  0  0  1  1
54  0  0  2  1
55  0  0  0  0
55  0  0  1  1
55  0  0  2  1
56  0  0  0  0
56  0  0  1  1
56  0  0  2  0
57  0  0  0  0
57  0  0  1  1
57  0  0  2  0
58  0  0  0  0
58  0  0  1  1
58  0  0  2  0
59  0  0  0  0
59  0  0  1  1
59  0  0  2  0
60  0  0  0  0
60  0  0  1  0
60  0  0  2  1
61  0  0  0  0
61  0  0  1  0
61  0  0  2  1
62  0  0  0  0
62  0  0  1  0
62  0  0  2  1
63  0  0  0  0
63  0  0  1  0
63  0  0  2  1
64  0  0  0  0
64  0  0  1  0
64  0  0  2  1
65  0  0  0  0
65  0  0  1  0
65  0  0  2  1
66  0  0  0  0
66  0  0  1  0
66  0  0  2  1
67  0  0  0  0
67  0  0  1  0
67  0  0  2  1
68  0  0  0  0
68  0  0  1  0
68  0  0  2  1
69  0  0  0  0
69  0  0  1  0
69  0  0  2  1
70  0  0  0  0
70  0  0  1  0
70  0  0  2  1
71  0  0  0  0
71  0  0  1  0
71  0  0  2  1
72  0  0  0  0
72  0  0  1  0
72  0  0  2  1
73  0  0  0  0
73  0  0  1  0
73  0  0  2  1
74  0  0  0  0
74  0  0  1  0
74  0  0  2  1
75  0  0  0  0
75  0  0  1  0
75  0  0  2  0
336  0  0  0  0
336  0  0  1  0
336  0  0  2  0
337  0  0  0  0
337  0  0  1  0
337  0  0  2  0
338  0  0  0  0
338  0  0  1  0
338  0  0  2  0
339  0  0  0  0
339  0  0  1  0
339  0  0  2  0
340  0  0  0  0
340  0  0  1  0
340  0  0  2  0

76  0  1  0  1
76  0  1  1  1
76  0  1  2  1
77  0  1  0  1
77  0  1  1  1
77  0  1  2  1
78  0  1  0  1
78  0  1  1  1
78  0  1  2  1
79  0  1  0  1
79  0  1  1  1
79  0  1  2  1
80  0  1  0  1
80  0  1  1  1
80  0  1  2  1
81  0  1  0  1
81  0  1  1  1
81  0  1  2  1
82  0  1  0  1
82  0  1  1  1
82  0  1  2  1
83  0  1  0  1
83  0  1  1  1
83  0  1  2  1
84  0  1  0  1
84  0  1  1  1
84  0  1  2  1
85  0  1  0  1
85  0  1  1  1
85  0  1  2  1
86  0  1  0  1
86  0  1  1  1
86  0  1  2  1
87  0  1  0  1
87  0  1  1  1
87  0  1  2  1
88  0  1  0  1
88  0  1  1  1
88  0  1  2  1
89  0  1  0  1
89  0  1  1  1
89  0  1  2  1
90  0  1  0  1
90  0  1  1  1
90  0  1  2  1
91  0  1  0  1
91  0  1  1  1
91  0  1  2  1
92  0  1  0  1
92  0  1  1  1
92  0  1  2  1
93  0  1  0  1
93  0  1  1  1
93  0  1  2  1
94  0  1  0  1
94  0  1  1  1
94  0  1  2  1
95  0  1  0  1
95  0  1  1  1
95  0  1  2  1
96  0  1  0  1
96  0  1  1  1
96  0  1  2  1
97  0  1  0  1
97  0  1  1  1
97  0  1  2  1
98  0  1  0  1
98  0  1  1  1
98  0  1  2  1
99  0  1  0  1
99  0  1  1  1
99  0  1  2  1
100  0  1  0  1
100  0  1  1  1
100  0  1  2  1
101  0  1  0  1
101  0  1  1  1
101  0  1  2  1
102  0  1  0  1
102  0  1  1  1
102  0  1  2  1
103  0  1  0  1
103  0  1  1  1
103  0  1  2  1
104  0  1  0  1
104  0  1  1  1
104  0  1  2  1
105  0  1  0  1
105  0  1  1  1
105  0  1  2  1
106  0  1  0  1
106  0  1  1  1
106  0  1  2  1
107  0  1  0  1
107  0  1  1  0
107  0  1  2  1
108  0  1  0  1
108  0  1  1  0
108  0  1  2  1
109  0  1  0  1
109  0  1  1  0
109  0  1  2  1
110  0  1  0  1
110  0  1  1  0
110  0  1  2  1
111  0  1  0  1
111  0  1  1  0
111  0  1  2  1
112  0  1  0  1
112  0  1  1  0
112  0  1  2  1
113  0  1  0  0
113  0  1  1  1
113  0  1  2  1
114  0  1  0  0
114  0  1  1  1
114  0  1  2  1
115  0  1  0  0
115  0  1  1  1
115  0  1  2  1
116  0  1  0  0
116  0  1  1  1
116  0  1  2  1
117  0  1  0  0
117  0  1  1  1
117  0  1  2  1
118  0  1  0  0
118  0  1  1  1
118  0  1  2  1
119  0  1  0  0
119  0  1  1  1
119  0  1  2  1
120  0  1  0  0
120  0  1  1  1
120  0  1  2  1
121  0  1  0  0
121  0  1  1  1
121  0  1  2  1
122  0  1  0  0
122  0  1  1  1
122  0  1  2  1
123  0  1  0  0
123  0  1  1  1
123  0  1  2  1
124  0  1  0  0
124  0  1  1  1
124  0  1  2  1
125  0  1  0  0
125  0  1  1  1
125  0  1  2  1
126  0  1  0  0
126  0  1  1  1
126  0  1  2  1
127  0  1  0  0
127  0  1  1  1
127  0  1  2  1
128  0  1  0  0
128  0  1  1  1
128  0  1  2  1
129  0  1  0  0
129  0  1  1  1
129  0  1  2  1
130  0  1  0  0
130  0  1  1  1
130  0  1  2  1
131  0  1  0  0
131  0  1  1  1
131  0  1  2  1
132  0  1  0  0
132  0  1  1  1
132  0  1  2  1
133  0  1  0  0
133  0  1  1  1
133  0  1  2  1
134  0  1  0  0
134  0  1  1  1
134  0  1  2  1
135  0  1  0  0
135  0  1  1  1
135  0  1  2  0
136  0  1  0  0
136  0  1  1  1
136  0  1  2  0
137  0  1  0  0
137  0  1  1  0
137  0  1  2  1
138  0  1  0  0
138  0  1  1  0
138  0  1  2  1
139  0  1  0  0
139  0  1  1  0
139  0  1  2  1
140  0  1  0  0
140  0  1  1  0
140  0  1  2  1
141  0  1  0  0
141  0  1  1  0
141  0  1  2  1
142  0  1  0  0
142  0  1  1  0
142  0  1  2  1
143  0  1  0  0
143  0  1  1  0
143  0  1  2  1
144  0  1  0  0
144  0  1  1  0
144  0  1  2  1
145  0  1  0  0
145  0  1  1  0
145  0  1  2  1

146  1  0  0  1
146  1  0  1  1
146  1  0  2  1
147  1  0  0  1
147  1  0  1  1
147  1  0  2  1
148  1  0  0  1
148  1  0  1  1
148  1  0  2  0
149  1  0  0  1
149  1  0  1  1
149  1  0  2  0
150  1  0  0  1
150  1  0  1  0
150  1  0  2  1
151  1  0  0  1
151  1  0  1  0
151  1  0  2  1
152  1  0  0  1
152  1  0  1  0
152  1  0  2  1
153  1  0  0  1
153  1  0  1  0
153  1  0  2  1
154  1  0  0  1
154  1  0  1  0
154  1  0  2  1
155  1  0  0  1
155  1  0  1  0
155  1  0  2  1
156  1  0  0  1
156  1  0  1  0
156  1  0  2  1
157  1  0  0  1
157  1  0  1  0
157  1  0  2  1
158  1  0  0  1
158  1  0  1  0
158  1  0  2  0
159  1  0  0  1
159  1  0  1  0
159  1  0  2  0
160  1  0  0  1
160  1  0  1  0
160  1  0  2  0
161  1  0  0  1
161  1  0  1  0
161  1  0  2  0
162  1  0  0  1
162  1  0  1  0
162  1  0  2  0
163  1  0  0  1
163  1  0  1  0
163  1  0  2  0
164  1  0  0  1
164  1  0  1  0
164  1  0  2  0
165  1  0  0  1
165  1  0  1  0
165  1  0  2  0
166  1  0  0  1
166  1  0  1  0
166  1  0  2  0
167  1  0  0  0
167  1  0  1  1
167  1  0  2  1
168  1  0  0  0
168  1  0  1  1
168  1  0  2  1
169  1  0  0  0
169  1  0  1  1
169  1  0  2  1
170  1  0  0  0
170  1  0  1  1
170  1  0  2  1
171  1  0  0  0
171  1  0  1  1
171  1  0  2  1
172  1  0  0  0
172  1  0  1  1
172  1  0  2  1
173  1  0  0  0
173  1  0  1  1
173  1  0  2  1
174  1  0  0  0
174  1  0  1  1
174  1  0  2  1
175  1  0  0  0
175  1  0  1  1
175  1  0  2  1
176  1  0  0  0
176  1  0  1  1
176  1  0  2  0
177  1  0  0  0
177  1  0  1  1
177  1  0  2  0
178  1  0  0  0
178  1  0  1  1
178  1  0  2  0
179  1  0  0  0
179  1  0  1  1
179  1  0  2  0
180  1  0  0  0
180  1  0  1  1
180  1  0  2  0
181  1  0  0  0
181  1  0  1  1
181  1  0  2  0
182  1  0  0  0
182  1  0  1  1
182  1  0  2  0
183  1  0  0  0
183  1  0  1  1
183  1  0  2  0
184  1  0  0  0
184  1  0  1  1
184  1  0  2  0
185  1  0  0  0
185  1  0  1  1
185  1  0  2  0
186  1  0  0  0
186  1  0  1  1
186  1  0  2  0
187  1  0  0  0
187  1  0  1  1
187  1  0  2  0
188  1  0  0  0
188  1  0  1  1
188  1  0  2  0
189  1  0  0  0
189  1  0  1  1
189  1  0  2  0
190  1  0  0  0
190  1  0  1  1
190  1  0  2  0
191  1  0  0  0
191  1  0  1  0
191  1  0  2  1
192  1  0  0  0
192  1  0  1  0
192  1  0  2  1
193  1  0  0  0
193  1  0  1  0
193  1  0  2  1
194  1  0  0  0
194  1  0  1  0
194  1  0  2  1
195  1  0  0  0
195  1  0  1  0
195  1  0  2  1
196  1  0  0  0
196  1  0  1  0
196  1  0  2  1
197  1  0  0  0
197  1  0  1  0
197  1  0  2  1
198  1  0  0  0
198  1  0  1  0
198  1  0  2  1
199  1  0  0  0
199  1  0  1  0
199  1  0  2  1
200  1  0  0  0
200  1  0  1  0
200  1  0  2  1
201  1  0  0  0
201  1  0  1  0
201  1  0  2  1
202  1  0  0  0
202  1  0  1  0
202  1  0  2  1
203  1  0  0  0
203  1  0  1  0
203  1  0  2  1
204  1  0  0  0
204  1  0  1  0
204  1  0  2  1
205  1  0  0  0
205  1  0  1  0
205  1  0  2  1
206  1  0  0  0
206  1  0  1  0
206  1  0  2  1
207  1  0  0  0
207  1  0  1  0
207  1  0  2  1
208  1  0  0  0
208  1  0  1  0
208  1  0  2  1
209  1  0  0  0
209  1  0  1  0
209  1  0  2  1
210  1  0  0  0
210  1  0  1  0
210  1  0  2  1
211  1  0  0  0
211  1  0  1  0
211  1  0  2  1
212  1  0  0  0
212  1  0  1  0
212  1  0  2  1
213  1  0  0  0
213  1  0  1  0
213  1  0  2  1
214  1  0  0  0
214  1  0  1  0
214  1  0  2  1
215  1  0  0  0
215  1  0  1  0
215  1  0  2  1
216  1  0  0  0
216  1  0  1  0
216  1  0  2  1
217  1  0  0  0
217  1  0  1  0
217  1  0  2  1
218  1  0  0  0
218  1  0  1  0
218  1  0  2  0
219  1  0  0  0
219  1  0  1  0
219  1  0  2  0
220  1  0  0  0
220  1  0  1  0
220  1  0  2  0
221  1  0  0  0
221  1  0  1  0
221  1  0  2  0
222  1  0  0  0
222  1  0  1  0
222  1  0  2  0
223  1  0  0  0
223  1  0  1  0
223  1  0  2  0
224  1  0  0  0
224  1  0  1  0
224  1  0  2  0
225  1  0  0  0
225  1  0  1  0
225  1  0  2  0
226  1  0  0  0
226  1  0  1  0
226  1  0  2  0
227  1  0  0  0
227  1  0  1  0
227  1  0  2  0
228  1  0  0  0
228  1  0  1  0
228  1  0  2  0
229  1  0  0  0
229  1  0  1  0
229  1  0  2  0
230  1  0  0  0
230  1  0  1  0
230  1  0  2  0
231  1  0  0  0
231  1  0  1  0
231  1  0  2  0
232  1  0  0  0
232  1  0  1  0
232  1  0  2  0
233  1  0  0  0
233  1  0  1  0
233  1  0  2  0
234  1  0  0  0
234  1  0  1  0
234  1  0  2  0
235  1  0  0  0
235  1  0  1  0
235  1  0  2  0
236  1  0  0  0
236  1  0  1  0
236  1  0  2  0
237  1  0  0  0
237  1  0  1  0
237  1  0  2  0
238  1  0  0  0
238  1  0  1  0
238  1  0  2  0
239  1  0  0  0
239  1  0  1  0
239  1  0  2  0
240  1  0  0  0
240  1  0  1  0
240  1  0  2  0
241  1  0  0  0
241  1  0  1  0
241  1  0  2  0
242  1  0  0  0
242  1  0  1  0
242  1  0  2  0
243  1  0  0  0
243  1  0  1  0
243  1  0  2  0
244  1  0  0  0
244  1  0  1  0
244  1  0  2  0
245  1  0  0  0
245  1  0  1  0
245  1  0  2  0

246  1  1  0  1
246  1  1  1  1
246  1  1  2  1
247  1  1  0  1
247  1  1  1  1
247  1  1  2  1
248  1  1  0  1
248  1  1  1  1
248  1  1  2  1
249  1  1  0  1
249  1  1  1  1
249  1  1  2  1
250  1  1  0  1
250  1  1  1  1
250  1  1  2  1
251  1  1  0  1
251  1  1  1  1
251  1  1  2  1
252  1  1  0  1
252  1  1  1  1
252  1  1  2  1
253  1  1  0  1
253  1  1  1  1
253  1  1  2  0
254  1  1  0  1
254  1  1  1  1
254  1  1  2  0
255  1  1  0  1
255  1  1  1  0
255  1  1  2  1
256  1  1  0  1
256  1  1  1  0
256  1  1  2  1
257  1  1  0  1
257  1  1  1  0
257  1  1  2  1
258  1  1  0  1
258  1  1  1  0
258  1  1  2  1
259  1  1  0  1
259  1  1  1  0
259  1  1  2  1
260  1  1  0  1
260  1  1  1  0
260  1  1  2  0
261  1  1  0  1
261  1  1  1  0
261  1  1  2  0
262  1  1  0  0
262  1  1  1  1
262  1  1  2  1
263  1  1  0  0
263  1  1  1  1
263  1  1  2  1
264  1  1  0  0
264  1  1  1  1
264  1  1  2  1
265  1  1  0  0
265  1  1  1  1
265  1  1  2  1
266  1  1  0  0
266  1  1  1  1
266  1  1  2  1
267  1  1  0  0
267  1  1  1  1
267  1  1  2  1
268  1  1  0  0
268  1  1  1  1
268  1  1  2  1
269  1  1  0  0
269  1  1  1  1
269  1  1  2  1
270  1  1  0  0
270  1  1  1  1
270  1  1  2  1
271  1  1  0  0
271  1  1  1  1
271  1  1  2  1
272  1  1  0  0
272  1  1  1  1
272  1  1  2  1
273  1  1  0  0
273  1  1  1  1
273  1  1  2  1
274  1  1  0  0
274  1  1  1  1
274  1  1  2  1
275  1  1  0  0
275  1  1  1  1
275  1  1  2  1
276  1  1  0  0
276  1  1  1  1
276  1  1  2  1
277  1  1  0  0
277  1  1  1  1
277  1  1  2  1
278  1  1  0  0
278  1  1  1  1
278  1  1  2  1
279  1  1  0  0
279  1  1  1  1
279  1  1  2  1
280  1  1  0  0
280  1  1  1  1
280  1  1  2  1
281  1  1  0  0
281  1  1  1  1
281  1  1  2  1
282  1  1  0  0
282  1  1  1  1
282  1  1  2  1
283  1  1  0  0
283  1  1  1  1
283  1  1  2  1
284  1  1  0  0
284  1  1  1  1
284  1  1  2  1
285  1  1  0  0
285  1  1  1  1
285  1  1  2  1
286  1  1  0  0
286  1  1  1  1
286  1  1  2  1
287  1  1  0  0
287  1  1  1  1
287  1  1  2  1
288  1  1  0  0
288  1  1  1  1
288  1  1  2  1
289  1  1  0  0
289  1  1  1  1
289  1  1  2  1
290  1  1  0  0
290  1  1  1  1
290  1  1  2  1
291  1  1  0  0
291  1  1  1  1
291  1  1  2  1
292  1  1  0  0
292  1  1  1  1
292  1  1  2  1
293  1  1  0  0
293  1  1  1  1
293  1  1  2  0
294  1  1  0  0
294  1  1  1  1
294  1  1  2  0
295  1  1  0  0
295  1  1  1  1
295  1  1  2  0
296  1  1  0  0
296  1  1  1  1
296  1  1  2  0
297  1  1  0  0
297  1  1  1  1
297  1  1  2  0
298  1  1  0  0
298  1  1  1  0
298  1  1  2  1
299  1  1  0  0
299  1  1  1  0
299  1  1  2  1
300  1  1  0  0
300  1  1  1  0
300  1  1  2  1
301  1  1  0  0
301  1  1  1  0
301  1  1  2  1
302  1  1  0  0
302  1  1  1  0
302  1  1  2  1
303  1  1  0  0
303  1  1  1  0
303  1  1  2  1
304  1  1  0  0
304  1  1  1  0
304  1  1  2  1
305  1  1  0  0
305  1  1  1  0
305  1  1  2  1
306  1  1  0  0
306  1  1  1  0
306  1  1  2  1
307  1  1  0  0
307  1  1  1  0
307  1  1  2  1
308  1  1  0  0
308  1  1  1  0
308  1  1  2  1
309  1  1  0  0
309  1  1  1  0
309  1  1  2  1
310  1  1  0  0
310  1  1  1  0
310  1  1  2  1
311  1  1  0  0
311  1  1  1  0
311  1  1  2  1
312  1  1  0  0
312  1  1  1  0
312  1  1  2  1
313  1  1  0  0
313  1  1  1  0
313  1  1  2  1
314  1  1  0  0
314  1  1  1  0
314  1  1  2  1
315  1  1  0  0
315  1  1  1  0
315  1  1  2  1
316  1  1  0  0
316  1  1  1  0
316  1  1  2  1
317  1  1  0  0
317  1  1  1  0
317  1  1  2  1
318  1  1  0  0
318  1  1  1  0
318  1  1  2  1
319  1  1  0  0
319  1  1  1  0
319  1  1  2  1
320  1  1  0  0
320  1  1  1  0
320  1  1  2  1
321  1  1  0  0
321  1  1  1  0
321  1  1  2  1
322  1  1  0  0
322  1  1  1  0
322  1  1  2  1
323  1  1  0  0
323  1  1  1  0
323  1  1  2  1
324  1  1  0  0
324  1  1  1  0
324  1  1  2  1
325  1  1  0  0
325  1  1  1  0
325  1  1  2  1
326  1  1  0  0
326  1  1  1  0
326  1  1  2  1
327  1  1  0  0
327  1  1  1  0
327  1  1  2  1
328  1  1  0  0
328  1  1  1  0
328  1  1  2  1
329  1  1  0  0
329  1  1  1  0
329  1  1  2  1
330  1  1  0  0
330  1  1  1  0
330  1  1  2  0
331  1  1  0  0
331  1  1  1  0
331  1  1  2  0
332  1  1  0  0
332  1  1  1  0
332  1  1  2  0
333  1  1  0  0
333  1  1  1  0
333  1  1  2  0
334  1  1  0  0
334  1  1  1  0
334  1  1  2  0
335  1  1  0  0
335  1  1  1  0
335  1  1  2  0
```

23. Insomnia data set of Table 12.3

```
input case treat occasion outcome count;
datalines;
1       1     0        1   7
1       1     1        1   7
2       1     0        1   7
2       1     1        1   7
3       1     0        1   7
3       1     1        1   7
4       1     0        1   7
4       1     1        1   7
5       1     0        1   7
5       1     1        1   7
6       1     0        1   7
6       1     1        1   7
7       1     0        1   7
7       1     1        1   7
8       1     0        1   4
8       1     1        2   4
9       1     0        1   4
9       1     1        2   4
10       1     0        1   4
10       1     1        2   4
11       1     0        1   4
11       1     1        2   4
12       1     0        1   1
12       1     1        3   1
13       1     0        2  11
13       1     1        1  11
14       1     0        2  11
14       1     1        1  11
15       1     0        2  11
15       1     1        1  11
16       1     0        2  11
16       1     1        1  11
17       1     0        2  11
17       1     1        1  11
18       1     0        2  11
18       1     1        1  11
19       1     0        2  11
19       1     1        1  11
20       1     0        2  11
20       1     1        1  11
21       1     0        2  11
21       1     1        1  11
22       1     0        2  11
22       1     1        1  11
23       1     0        2  11
23       1     1        1  11
24       1     0        2   5
24       1     1        2   5
25       1     0        2   5
25       1     1        2   5
26       1     0        2   5
26       1     1        2   5
27       1     0        2   5
27       1     1        2   5
28       1     0        2   5
28       1     1        2   5
29       1     0        2   2
29       1     1        3   2
30       1     0        2   2
30       1     1        3   2
31       1     0        2   2
31       1     1        4   2
32       1     0        2   2
32       1     1        4   2
33       1     0        3  13
33       1     1        1  13
34       1     0        3  13
34       1     1        1  13
35       1     0        3  13
35       1     1        1  13
36       1     0        3  13
36       1     1        1  13
37       1     0        3  13
37       1     1        1  13
38       1     0        3  13
38       1     1        1  13
39       1     0        3  13
39       1     1        1  13
40       1     0        3  13
40       1     1        1  13
41       1     0        3  13
41       1     1        1  13
42       1     0        3  13
42       1     1        1  13
43       1     0        3  13
43       1     1        1  13
44       1     0        3  13
44       1     1        1  13
45       1     0        3  13
45       1     1        1  13
46       1     0        3  23
46       1     1        2  23
47       1     0        3  23
47       1     1        2  23
48       1     0        3  23
48       1     1        2  23
49       1     0        3  23
49       1     1        2  23
50       1     0        3  23
50       1     1        2  23
51       1     0        3  23
51       1     1        2  23
52       1     0        3  23
52       1     1        2  23
53       1     0        3  23
53       1     1        2  23
54       1     0        3  23
54       1     1        2  23
55       1     0        3  23
55       1     1        2  23
56       1     0        3  23
56       1     1        2  23
57       1     0        3  23
57       1     1        2  23
58       1     0        3  23
58       1     1        2  23
59       1     0        3  23
59       1     1        2  23
60       1     0        3  23
60       1     1        2  23
61       1     0        3  23
61       1     1        2  23
62       1     0        3  23
62       1     1        2  23
63       1     0        3  23
63       1     1        2  23
64       1     0        3  23
64       1     1        2  23
65       1     0        3  23
65       1     1        2  23
66       1     0        3  23
66       1     1        2  23
67       1     0        3  23
67       1     1        2  23
68       1     0        3  23
68       1     1        2  23
69       1     0        3   3
69       1     1        3   3
70       1     0        3   3
70       1     1        3   3
71       1     0        3   3
71       1     1        3   3
72       1     0        3   1
72       1     1        4   1
73       1     0        4   9
73       1     1        1   9
74       1     0        4   9
74       1     1        1   9
75       1     0        4   9
75       1     1        1   9
76       1     0        4   9
76       1     1        1   9
77       1     0        4   9
77       1     1        1   9
78       1     0        4   9
78       1     1        1   9
79       1     0        4   9
79       1     1        1   9
80       1     0        4   9
80       1     1        1   9
81       1     0        4   9
81       1     1        1   9
82       1     0        4  17
82       1     1        2  17
83       1     0        4  17
83       1     1        2  17
84       1     0        4  17
84       1     1        2  17
85       1     0        4  17
85       1     1        2  17
86       1     0        4  17
86       1     1        2  17
87       1     0        4  17
87       1     1        2  17
88       1     0        4  17
88       1     1        2  17
89       1     0        4  17
89       1     1        2  17
90       1     0        4  17
90       1     1        2  17
91       1     0        4  17
91       1     1        2  17
92       1     0        4  17
92       1     1        2  17
93       1     0        4  17
93       1     1        2  17
94       1     0        4  17
94       1     1        2  17
95       1     0        4  17
95       1     1        2  17
96       1     0        4  17
96       1     1        2  17
97       1     0        4  17
97       1     1        2  17
98       1     0        4  17
98       1     1        2  17
99       1     0        4  13
99       1     1        3  13
100       1     0        4  13
100       1     1        3  13
101       1     0        4  13
101       1     1        3  13
102       1     0        4  13
102       1     1        3  13
103       1     0        4  13
103       1     1        3  13
104       1     0        4  13
104       1     1        3  13
105       1     0        4  13
105       1     1        3  13
106       1     0        4  13
106       1     1        3  13
107       1     0        4  13
107       1     1        3  13
108       1     0        4  13
108       1     1        3  13
109       1     0        4  13
109       1     1        3  13
110       1     0        4  13
110       1     1        3  13
111       1     0        4  13
111       1     1        3  13
112       1     0        4   8
112       1     1        4   8
113       1     0        4   8
113       1     1        4   8
114       1     0        4   8
114       1     1        4   8
115       1     0        4   8
115       1     1        4   8
116       1     0        4   8
116       1     1        4   8
117       1     0        4   8
117       1     1        4   8
118       1     0        4   8
118       1     1        4   8
119       1     0        4   8
119       1     1        4   8
120       0     0        1   7
120       0     1        1   7
121       0     0        1   7
121       0     1        1   7
122       0     0        1   7
122       0     1        1   7
123       0     0        1   7
123       0     1        1   7
124       0     0        1   7
124       0     1        1   7
125       0     0        1   7
125       0     1        1   7
126       0     0        1   7
126       0     1        1   7
128       0     0        1   4
128       0     1        2   4
129       0     0        1   4
129       0     1        2   4
130       0     0        1   4
130       0     1        2   4
131       0     0        1   4
131       0     1        2   4
132       0     0        1   2
132       0     1        3   2
133       0     0        1   2
133       0     1        3   2
134       0     0        1   1
134       0     1        4   1
135       0     0        2  14
135       0     1        1  14
136       0     0        2  14
136       0     1        1  14
137       0     0        2  14
137       0     1        1  14
138       0     0        2  14
138       0     1        1  14
139       0     0        2  14
139       0     1        1  14
140       0     0        2  14
140       0     1        1  14
141       0     0        2  14
141       0     1        1  14
142       0     0        2  14
142       0     1        1  14
143       0     0        2  14
143       0     1        1  14
144       0     0        2  14
144       0     1        1  14
145       0     0        2  14
145       0     1        1  14
146       0     0        2  14
146       0     1        1  14
147       0     0        2  14
147       0     1        1  14
148       0     0        2  14
148       0     1        1  14
149       0     0        2   5
149       0     1        2   5
150       0     0        2   5
150       0     1        2   5
151       0     0        2   5
151       0     1        2   5
152       0     0        2   5
152       0     1        2   5
153       0     0        2   5
153       0     1        2   5
154       0     0        2   1
154       0     1        3   1
155       0     0        3   6
155       0     1        1   6
156       0     0        3   6
156       0     1        1   6
157       0     0        3   6
157       0     1        1   6
158       0     0        3   6
158       0     1        1   6
159       0     0        3   6
159       0     1        1   6
160       0     0        3   6
160       0     1        1   6
161       0     0        3   9
161       0     1        2   9
162       0     0        3   9
162       0     1        2   9
163       0     0        3   9
163       0     1        2   9
164       0     0        3   9
164       0     1        2   9
165       0     0        3   9
165       0     1        2   9
166       0     0        3   9
166       0     1        2   9
167       0     0        3   9
167       0     1        2   9
168       0     0        3   9
168       0     1        2   9
169       0     0        3   9
169       0     1        2   9
170       0     0        3  18
170       0     1        3  18
171       0     0        3  18
171       0     1        3  18
172       0     0        3  18
172       0     1        3  18
173       0     0        3  18
173       0     1        3  18
174       0     0        3  18
174       0     1        3  18
175       0     0        3  18
175       0     1        3  18
176       0     0        3  18
176       0     1        3  18
177       0     0        3  18
177       0     1        3  18
178       0     0        3  18
178       0     1        3  18
179       0     0        3  18
179       0     1        3  18
180       0     0        3  18
180       0     1        3  18
181       0     0        3  18
181       0     1        3  18
182       0     0        3  18
182       0     1        3  18
183       0     0        3  18
183       0     1        3  18
184       0     0        3  18
184       0     1        3  18
185       0     0        3  18
185       0     1        3  18
186       0     0        3  18
186       0     1        3  18
187       0     0        3  18
187       0     1        3  18
188       0     0        3   2
188       0     1        4   2
189       0     0        3   2
189       0     1        4   2
190       0     0        4   4
190       0     1        1   4
191       0     0        4   4
191       0     1        1   4
192       0     0        4   4
192       0     1        1   4
193       0     0        4   4
193       0     1        1   4
194       0     0        4  11
194       0     1        2  11
195       0     0        4  11
195       0     1        2  11
196       0     0        4  11
196       0     1        2  11
197       0     0        4  11
197       0     1        2  11
198       0     0        4  11
198       0     1        2  11
199       0     0        4  11
199       0     1        2  11
200       0     0        4  11
200       0     1        2  11
201       0     0        4  11
201       0     1        2  11
202       0     0        4  11
202       0     1        2  11
203       0     0        4  11
203       0     1        2  11
204       0     0        4  11
204       0     1        2  11
205       0     0        4  14
205       0     1        3  14
206       0     0        4  14
206       0     1        3  14
207       0     0        4  14
207       0     1        3  14
208       0     0        4  14
208       0     1        3  14
209       0     0        4  14
209       0     1        3  14
210       0     0        4  14
210       0     1        3  14
211       0     0        4  14
211       0     1        3  14
212       0     0        4  14
212       0     1        3  14
213       0     0        4  14
213       0     1        3  14
214       0     0        4  14
214       0     1        3  14
215       0     0        4  14
215       0     1        3  14
216       0     0        4  14
216       0     1        3  14
217       0     0        4  14
217       0     1        3  14
218       0     0        4  14
218       0     1        3  14
219       0     0        4  22
219       0     1        4  22
220       0     0        4  22
220       0     1        4  22
221       0     0        4  22
221       0     1        4  22
222       0     0        4  22
222       0     1        4  22
223       0     0        4  22
223       0     1        4  22
224       0     0        4  22
224       0     1        4  22
225       0     0        4  22
225       0     1        4  22
226       0     0        4  22
226       0     1        4  22
227       0     0        4  22
227       0     1        4  22
228       0     0        4  22
228       0     1        4  22
229       0     0        4  22
229       0     1        4  22
230       0     0        4  22
230       0     1        4  22
231       0     0        4  22
231       0     1        4  22
232       0     0        4  22
232       0     1        4  22
233       0     0        4  22
233       0     1        4  22
234       0     0        4  22
234       0     1        4  22
235       0     0        4  22
235       0     1        4  22
236       0     0        4  22
236       0     1        4  22
237       0     0        4  22
237       0     1        4  22
238       0     0        4  22
238       0     1        4  22
239       0     0        4  22
239       0     1        4  22
127       0     0        4  22
127       0     1        4  22
```

24. Presidential election poll data set of Table 13.2

```
state pi n      x proportion
AK .379  5      3  0.6000000
AL .387 29      9  0.3103448
AR .389 17      2  0.1176471
AZ .449 35     13  0.3714286
CA .609 207   129  0.6231884
CO .537 37     16  0.4324324
CT .606 25     14  0.5600000
DC .925  4      4  1.0000000
DE .619  6      4  0.6666667
FL .509 128    73  0.5703125
GA .469 60     27  0.4500000
HI .718 7       6  0.8571429
IA .539 23      9  0.3913043
ID .359 10      1  0.1000000
IL .618 84     45  0.5357143
IN .498 42     20  0.4761905
KS .415 19      8  0.4210526
KY .412 28     10  0.3571429
LA .399 30     11  0.3666667
MA .618 47     20  0.4255319
MD .619 40     29  0.7250000
ME .577 11      9  0.8181818
MI .573 76     42  0.5526316
MN .541 44     22  0.5000000
MO .492 45     25  0.5555556
MS .430 20     11  0.5500000
MT .471 7       3  0.4285714
NC .497 66     23  0.3484848
ND .445 5       2  0.4000000
NE .416 12     10  0.8333333
NH .541 11      3  0.2727273
NJ .571 59     32  0.5423729
NM .569 13      7  0.5384615
NV .552 15      7  0.4666667
NY .629 116    77  0.6637931
OH .514 87     48  0.5517241
OK .344 22      4  0.1818182
OR .568 28     14  0.5000000
PA .545 92     53  0.5760870
RI .629 7       6  0.8571429
SC .449 29      9  0.3103448
SD .448 6       4  0.6666667
TN .418 40     17  0.4250000
TX .436 123    61  0.4959350
UT .342 15     10  0.6666667
VA .526 57     28  0.4912281
VT .675 5       4  0.8000000
WA .573 46     31  0.6739130
WI .562 45     26  0.5777778
WV .425 11      6  0.5454545
WY .325 4       2  0.5000000
```

25. Attitudes about abortion data set of Table 13.3, with data shown at the individual level

```
gender response question case
1        1        1    1
1        1        2    1
1        1        3    1
1        1        1    2
1        1        2    2
1        1        3    2
1        1        1    3
1        1        2    3
1        1        3    3
1        1        1    4
1        1        2    4
1        1        3    4
1        1        1    5
1        1        2    5
1        1        3    5
1        1        1    6
1        1        2    6
1        1        3    6
1        1        1    7
1        1        2    7
1        1        3    7
1        1        1    8
1        1        2    8
1        1        3    8
1        1        1    9
1        1        2    9
1        1        3    9
1        1        1   10
1        1        2   10
1        1        3   10
1        1        1   11
1        1        2   11
1        1        3   11
1        1        1   12
1        1        2   12
1        1        3   12
1        1        1   13
1        1        2   13
1        1        3   13
1        1        1   14
1        1        2   14
1        1        3   14
1        1        1   15
1        1        2   15
1        1        3   15
1        1        1   16
1        1        2   16
1        1        3   16
1        1        1   17
1        1        2   17
1        1        3   17
1        1        1   18
1        1        2   18
1        1        3   18
1        1        1   19
1        1        2   19
1        1        3   19
1        1        1   20
1        1        2   20
1        1        3   20
1        1        1   21
1        1        2   21
1        1        3   21
1        1        1   22
1        1        2   22
1        1        3   22
1        1        1   23
1        1        2   23
1        1        3   23
1        1        1   24
1        1        2   24
1        1        3   24
1        1        1   25
1        1        2   25
1        1        3   25
1        1        1   26
1        1        2   26
1        1        3   26
1        1        1   27
1        1        2   27
1        1        3   27
1        1        1   28
1        1        2   28
1        1        3   28
1        1        1   29
1        1        2   29
1        1        3   29
1        1        1   30
1        1        2   30
1        1        3   30
1        1        1   31
1        1        2   31
1        1        3   31
1        1        1   32
1        1        2   32
1        1        3   32
1        1        1   33
1        1        2   33
1        1        3   33
1        1        1   34
1        1        2   34
1        1        3   34
1        1        1   35
1        1        2   35
1        1        3   35
1        1        1   36
1        1        2   36
1        1        3   36
1        1        1   37
1        1        2   37
1        1        3   37
1        1        1   38
1        1        2   38
1        1        3   38
1        1        1   39
1        1        2   39
1        1        3   39
1        1        1   40
1        1        2   40
1        1        3   40
1        1        1   41
1        1        2   41
1        1        3   41
1        1        1   42
1        1        2   42
1        1        3   42
1        1        1   43
1        1        2   43
1        1        3   43
1        1        1   44
1        1        2   44
1        1        3   44
1        1        1   45
1        1        2   45
1        1        3   45
1        1        1   46
1        1        2   46
1        1        3   46
1        1        1   47
1        1        2   47
1        1        3   47
1        1        1   48
1        1        2   48
1        1        3   48
1        1        1   49
1        1        2   49
1        1        3   49
1        1        1   50
1        1        2   50
1        1        3   50
1        1        1   51
1        1        2   51
1        1        3   51
1        1        1   52
1        1        2   52
1        1        3   52
1        1        1   53
1        1        2   53
1        1        3   53
1        1        1   54
1        1        2   54
1        1        3   54
1        1        1   55
1        1        2   55
1        1        3   55
1        1        1   56
1        1        2   56
1        1        3   56
1        1        1   57
1        1        2   57
1        1        3   57
1        1        1   58
1        1        2   58
1        1        3   58
1        1        1   59
1        1        2   59
1        1        3   59
1        1        1   60
1        1        2   60
1        1        3   60
1        1        1   61
1        1        2   61
1        1        3   61
1        1        1   62
1        1        2   62
1        1        3   62
1        1        1   63
1        1        2   63
1        1        3   63
1        1        1   64
1        1        2   64
1        1        3   64
1        1        1   65
1        1        2   65
1        1        3   65
1        1        1   66
1        1        2   66
1        1        3   66
1        1        1   67
1        1        2   67
1        1        3   67
1        1        1   68
1        1        2   68
1        1        3   68
1        1        1   69
1        1        2   69
1        1        3   69
1        1        1   70
1        1        2   70
1        1        3   70
1        1        1   71
1        1        2   71
1        1        3   71
1        1        1   72
1        1        2   72
1        1        3   72
1        1        1   73
1        1        2   73
1        1        3   73
1        1        1   74
1        1        2   74
1        1        3   74
1        1        1   75
1        1        2   75
1        1        3   75
1        1        1   76
1        1        2   76
1        1        3   76
1        1        1   77
1        1        2   77
1        1        3   77
1        1        1   78
1        1        2   78
1        1        3   78
1        1        1   79
1        1        2   79
1        1        3   79
1        1        1   80
1        1        2   80
1        1        3   80
1        1        1   81
1        1        2   81
1        1        3   81
1        1        1   82
1        1        2   82
1        1        3   82
1        1        1   83
1        1        2   83
1        1        3   83
1        1        1   84
1        1        2   84
1        1        3   84
1        1        1   85
1        1        2   85
1        1        3   85
1        1        1   86
1        1        2   86
1        1        3   86
1        1        1   87
1        1        2   87
1        1        3   87
1        1        1   88
1        1        2   88
1        1        3   88
1        1        1   89
1        1        2   89
1        1        3   89
1        1        1   90
1        1        2   90
1        1        3   90
1        1        1   91
1        1        2   91
1        1        3   91
1        1        1   92
1        1        2   92
1        1        3   92
1        1        1   93
1        1        2   93
1        1        3   93
1        1        1   94
1        1        2   94
1        1        3   94
1        1        1   95
1        1        2   95
1        1        3   95
1        1        1   96
1        1        2   96
1        1        3   96
1        1        1   97
1        1        2   97
1        1        3   97
1        1        1   98
1        1        2   98
1        1        3   98
1        1        1   99
1        1        2   99
1        1        3   99
1        1        1  100
1        1        2  100
1        1        3  100
1        1        1  101
1        1        2  101
1        1        3  101
1        1        1  102
1        1        2  102
1        1        3  102
1        1        1  103
1        1        2  103
1        1        3  103
1        1        1  104
1        1        2  104
1        1        3  104
1        1        1  105
1        1        2  105
1        1        3  105
1        1        1  106
1        1        2  106
1        1        3  106
1        1        1  107
1        1        2  107
1        1        3  107
1        1        1  108
1        1        2  108
1        1        3  108
1        1        1  109
1        1        2  109
1        1        3  109
1        1        1  110
1        1        2  110
1        1        3  110
1        1        1  111
1        1        2  111
1        1        3  111
1        1        1  112
1        1        2  112
1        1        3  112
1        1        1  113
1        1        2  113
1        1        3  113
1        1        1  114
1        1        2  114
1        1        3  114
1        1        1  115
1        1        2  115
1        1        3  115
1        1        1  116
1        1        2  116
1        1        3  116
1        1        1  117
1        1        2  117
1        1        3  117
1        1        1  118
1        1        2  118
1        1        3  118
1        1        1  119
1        1        2  119
1        1        3  119
1        1        1  120
1        1        2  120
1        1        3  120
1        1        1  121
1        1        2  121
1        1        3  121
1        1        1  122
1        1        2  122
1        1        3  122
1        1        1  123
1        1        2  123
1        1        3  123
1        1        1  124
1        1        2  124
1        1        3  124
1        1        1  125
1        1        2  125
1        1        3  125
1        1        1  126
1        1        2  126
1        1        3  126
1        1        1  127
1        1        2  127
1        1        3  127
1        1        1  128
1        1        2  128
1        1        3  128
1        1        1  129
1        1        2  129
1        1        3  129
1        1        1  130
1        1        2  130
1        1        3  130
1        1        1  131
1        1        2  131
1        1        3  131
1        1        1  132
1        1        2  132
1        1        3  132
1        1        1  133
1        1        2  133
1        1        3  133
1        1        1  134
1        1        2  134
1        1        3  134
1        1        1  135
1        1        2  135
1        1        3  135
1        1        1  136
1        1        2  136
1        1        3  136
1        1        1  137
1        1        2  137
1        1        3  137
1        1        1  138
1        1        2  138
1        1        3  138
1        1        1  139
1        1        2  139
1        1        3  139
1        1        1  140
1        1        2  140
1        1        3  140
1        1        1  141
1        1        2  141
1        1        3  141
1        1        1  142
1        1        2  142
1        1        3  142
1        1        1  143
1        1        2  143
1        1        3  143
1        1        1  144
1        1        2  144
1        1        3  144
1        1        1  145
1        1        2  145
1        1        3  145
1        1        1  146
1        1        2  146
1        1        3  146
1        1        1  147
1        1        2  147
1        1        3  147
1        1        1  148
1        1        2  148
1        1        3  148
1        1        1  149
1        1        2  149
1        1        3  149
1        1        1  150
1        1        2  150
1        1        3  150
1        1        1  151
1        1        2  151
1        1        3  151
1        1        1  152
1        1        2  152
1        1        3  152
1        1        1  153
1        1        2  153
1        1        3  153
1        1        1  154
1        1        2  154
1        1        3  154
1        1        1  155
1        1        2  155
1        1        3  155
1        1        1  156
1        1        2  156
1        1        3  156
1        1        1  157
1        1        2  157
1        1        3  157
1        1        1  158
1        1        2  158
1        1        3  158
1        1        1  159
1        1        2  159
1        1        3  159
1        1        1  160
1        1        2  160
1        1        3  160
1        1        1  161
1        1        2  161
1        1        3  161
1        1        1  162
1        1        2  162
1        1        3  162
1        1        1  163
1        1        2  163
1        1        3  163
1        1        1  164
1        1        2  164
1        1        3  164
1        1        1  165
1        1        2  165
1        1        3  165
1        1        1  166
1        1        2  166
1        1        3  166
1        1        1  167
1        1        2  167
1        1        3  167
1        1        1  168
1        1        2  168
1        1        3  168
1        1        1  169
1        1        2  169
1        1        3  169
1        1        1  170
1        1        2  170
1        1        3  170
1        1        1  171
1        1        2  171
1        1        3  171
1        1        1  172
1        1        2  172
1        1        3  172
1        1        1  173
1        1        2  173
1        1        3  173
1        1        1  174
1        1        2  174
1        1        3  174
1        1        1  175
1        1        2  175
1        1        3  175
1        1        1  176
1        1        2  176
1        1        3  176
1        1        1  177
1        1        2  177
1        1        3  177
1        1        1  178
1        1        2  178
1        1        3  178
1        1        1  179
1        1        2  179
1        1        3  179
1        1        1  180
1        1        2  180
1        1        3  180
1        1        1  181
1        1        2  181
1        1        3  181
1        1        1  182
1        1        2  182
1        1        3  182
1        1        1  183
1        1        2  183
1        1        3  183
1        1        1  184
1        1        2  184
1        1        3  184
1        1        1  185
1        1        2  185
1        1        3  185
1        1        1  186
1        1        2  186
1        1        3  186
1        1        1  187
1        1        2  187
1        1        3  187
1        1        1  188
1        1        2  188
1        1        3  188
1        1        1  189
1        1        2  189
1        1        3  189
1        1        1  190
1        1        2  190
1        1        3  190
1        1        1  191
1        1        2  191
1        1        3  191
1        1        1  192
1        1        2  192
1        1        3  192
1        1        1  193
1        1        2  193
1        1        3  193
1        1        1  194
1        1        2  194
1        1        3  194
1        1        1  195
1        1        2  195
1        1        3  195
1        1        1  196
1        1        2  196
1        1        3  196
1        1        1  197
1        1        2  197
1        1        3  197
1        1        1  198
1        1        2  198
1        1        3  198
1        1        1  199
1        1        2  199
1        1        3  199
1        1        1  200
1        1        2  200
1        1        3  200
1        1        1  201
1        1        2  201
1        1        3  201
1        1        1  202
1        1        2  202
1        1        3  202
1        1        1  203
1        1        2  203
1        1        3  203
1        1        1  204
1        1        2  204
1        1        3  204
1        1        1  205
1        1        2  205
1        1        3  205
1        1        1  206
1        1        2  206
1        1        3  206
1        1        1  207
1        1        2  207
1        1        3  207
1        1        1  208
1        1        2  208
1        1        3  208
1        1        1  209
1        1        2  209
1        1        3  209
1        1        1  210
1        1        2  210
1        1        3  210
1        1        1  211
1        1        2  211
1        1        3  211
1        1        1  212
1        1        2  212
1        1        3  212
1        1        1  213
1        1        2  213
1        1        3  213
1        1        1  214
1        1        2  214
1        1        3  214
1        1        1  215
1        1        2  215
1        1        3  215
1        1        1  216
1        1        2  216
1        1        3  216
1        1        1  217
1        1        2  217
1        1        3  217
1        1        1  218
1        1        2  218
1        1        3  218
1        1        1  219
1        1        2  219
1        1        3  219
1        1        1  220
1        1        2  220
1        1        3  220
1        1        1  221
1        1        2  221
1        1        3  221
1        1        1  222
1        1        2  222
1        1        3  222
1        1        1  223
1        1        2  223
1        1        3  223
1        1        1  224
1        1        2  224
1        1        3  224
1        1        1  225
1        1        2  225
1        1        3  225
1        1        1  226
1        1        2  226
1        1        3  226
1        1        1  227
1        1        2  227
1        1        3  227
1        1        1  228
1        1        2  228
1        1        3  228
1        1        1  229
1        1        2  229
1        1        3  229
1        1        1  230
1        1        2  230
1        1        3  230
1        1        1  231
1        1        2  231
1        1        3  231
1        1        1  232
1        1        2  232
1        1        3  232
1        1        1  233
1        1        2  233
1        1        3  233
1        1        1  234
1        1        2  234
1        1        3  234
1        1        1  235
1        1        2  235
1        1        3  235
1        1        1  236
1        1        2  236
1        1        3  236
1        1        1  237
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0        0        2 1737
0        0        3 1737
0        0        1 1738
0        0        2 1738
0        0        3 1738
0        0        1 1739
0        0        2 1739
0        0        3 1739
0        0        1 1740
0        0        2 1740
0        0        3 1740
0        0        1 1741
0        0        2 1741
0        0        3 1741
0        0        1 1742
0        0        2 1742
0        0        3 1742
0        0        1 1743
0        0        2 1743
0        0        3 1743
0        0        1 1744
0        0        2 1744
0        0        3 1744
0        0        1 1745
0        0        2 1745
0        0        3 1745
0        0        1 1746
0        0        2 1746
0        0        3 1746
0        0        1 1747
0        0        2 1747
0        0        3 1747
0        0        1 1748
0        0        2 1748
0        0        3 1748
0        0        1 1749
0        0        2 1749
0        0        3 1749
0        0        1 1750
0        0        2 1750
0        0        3 1750
0        0        1 1751
0        0        2 1751
0        0        3 1751
0        0        1 1752
0        0        2 1752
0        0        3 1752
0        0        1 1753
0        0        2 1753
0        0        3 1753
0        0        1 1754
0        0        2 1754
0        0        3 1754
0        0        1 1755
0        0        2 1755
0        0        3 1755
0        0        1 1756
0        0        2 1756
0        0        3 1756
0        0        1 1757
0        0        2 1757
0        0        3 1757
0        0        1 1758
0        0        2 1758
0        0        3 1758
0        0        1 1759
0        0        2 1759
0        0        3 1759
0        0        1 1760
0        0        2 1760
0        0        3 1760
0        0        1 1761
0        0        2 1761
0        0        3 1761
0        0        1 1762
0        0        2 1762
0        0        3 1762
0        0        1 1763
0        0        2 1763
0        0        3 1763
0        0        1 1764
0        0        2 1764
0        0        3 1764
0        0        1 1765
0        0        2 1765
0        0        3 1765
0        0        1 1766
0        0        2 1766
0        0        3 1766
0        0        1 1767
0        0        2 1767
0        0        3 1767
0        0        1 1768
0        0        2 1768
0        0        3 1768
0        0        1 1769
0        0        2 1769
0        0        3 1769
0        0        1 1770
0        0        2 1770
0        0        3 1770
0        0        1 1771
0        0        2 1771
0        0        3 1771
0        0        1 1772
0        0        2 1772
0        0        3 1772
0        0        1 1773
0        0        2 1773
0        0        3 1773
0        0        1 1774
0        0        2 1774
0        0        3 1774
0        0        1 1775
0        0        2 1775
0        0        3 1775
0        0        1 1776
0        0        2 1776
0        0        3 1776
0        0        1 1777
0        0        2 1777
0        0        3 1777
0        0        1 1778
0        0        2 1778
0        0        3 1778
0        0        1 1779
0        0        2 1779
0        0        3 1779
0        0        1 1780
0        0        2 1780
0        0        3 1780
0        0        1 1781
0        0        2 1781
0        0        3 1781
0        0        1 1782
0        0        2 1782
0        0        3 1782
0        0        1 1783
0        0        2 1783
0        0        3 1783
0        0        1 1784
0        0        2 1784
0        0        3 1784
0        0        1 1785
0        0        2 1785
0        0        3 1785
0        0        1 1786
0        0        2 1786
0        0        3 1786
0        0        1 1787
0        0        2 1787
0        0        3 1787
0        0        1 1788
0        0        2 1788
0        0        3 1788
0        0        1 1789
0        0        2 1789
0        0        3 1789
0        0        1 1790
0        0        2 1790
0        0        3 1790
0        0        1 1791
0        0        2 1791
0        0        3 1791
0        0        1 1792
0        0        2 1792
0        0        3 1792
0        0        1 1793
0        0        2 1793
0        0        3 1793
0        0        1 1794
0        0        2 1794
0        0        3 1794
0        0        1 1795
0        0        2 1795
0        0        3 1795
0        0        1 1796
0        0        2 1796
0        0        3 1796
0        0        1 1797
0        0        2 1797
0        0        3 1797
0        0        1 1798
0        0        2 1798
0        0        3 1798
0        0        1 1799
0        0        2 1799
0        0        3 1799
0        0        1 1800
0        0        2 1800
0        0        3 1800
0        0        1 1801
0        0        2 1801
0        0        3 1801
0        0        1 1802
0        0        2 1802
0        0        3 1802
0        0        1 1803
0        0        2 1803
0        0        3 1803
0        0        1 1804
0        0        2 1804
0        0        3 1804
0        0        1 1805
0        0        2 1805
0        0        3 1805
0        0        1 1806
0        0        2 1806
0        0        3 1806
0        0        1 1807
0        0        2 1807
0        0        3 1807
0        0        1 1808
0        0        2 1808
0        0        3 1808
0        0        1 1809
0        0        2 1809
0        0        3 1809
0        0        1 1810
0        0        2 1810
0        0        3 1810
0        0        1 1811
0        0        2 1811
0        0        3 1811
0        0        1 1812
0        0        2 1812
0        0        3 1812
0        0        1 1813
0        0        2 1813
0        0        3 1813
0        0        1 1814
0        0        2 1814
0        0        3 1814
0        0        1 1815
0        0        2 1815
0        0        3 1815
0        0        1 1816
0        0        2 1816
0        0        3 1816
0        0        1 1817
0        0        2 1817
0        0        3 1817
0        0        1 1818
0        0        2 1818
0        0        3 1818
0        0        1 1819
0        0        2 1819
0        0        3 1819
0        0        1 1820
0        0        2 1820
0        0        3 1820
0        0        1 1821
0        0        2 1821
0        0        3 1821
0        0        1 1822
0        0        2 1822
0        0        3 1822
0        0        1 1823
0        0        2 1823
0        0        3 1823
0        0        1 1824
0        0        2 1824
0        0        3 1824
0        0        1 1825
0        0        2 1825
0        0        3 1825
0        0        1 1826
0        0        2 1826
0        0        3 1826
0        0        1 1827
0        0        2 1827
0        0        3 1827
0        0        1 1828
0        0        2 1828
0        0        3 1828
0        0        1 1829
0        0        2 1829
0        0        3 1829
0        0        1 1830
0        0        2 1830
0        0        3 1830
0        0        1 1831
0        0        2 1831
0        0        3 1831
0        0        1 1832
0        0        2 1832
0        0        3 1832
0        0        1 1833
0        0        2 1833
0        0        3 1833
0        0        1 1834
0        0        2 1834
0        0        3 1834
0        0        1 1835
0        0        2 1835
0        0        3 1835
0        0        1 1836
0        0        2 1836
0        0        3 1836
0        0        1 1837
0        0        2 1837
0        0        3 1837
0        0        1 1838
0        0        2 1838
0        0        3 1838
0        0        1 1839
0        0        2 1839
0        0        3 1839
0        0        1 1840
0        0        2 1840
0        0        3 1840
0        0        1 1841
0        0        2 1841
0        0        3 1841
0        0        1 1842
0        0        2 1842
0        0        3 1842
0        0        1 1843
0        0        2 1843
0        0        3 1843
0        0        1 1844
0        0        2 1844
0        0        3 1844
0        0        1 1845
0        0        2 1845
0        0        3 1845
0        0        1 1846
0        0        2 1846
0        0        3 1846
0        0        1 1847
0        0        2 1847
0        0        3 1847
0        0        1 1848
0        0        2 1848
0        0        3 1848
0        0        1 1849
0        0        2 1849
0        0        3 1849
0        0        1 1850
0        0        2 1850
0        0        3 1850
```

22. Attitudes about abortion data set of Table 13.3, in contigency table form

```
gender poor single any count
1 1 1 1 342
1 1 1 0 26
1 1 0 1 11
1 1 0 0 32
1 0 1 1 6
1 0 1 0 21
1 0 0 1 19
1 0 0 0 356
2 1 1 1 440
2 1 1 0 25
2 1 0 1 14
2 1 0 0 47
2 0 1 1 14
2 0 1 0 18
2 0 0 1 22
2 0 0 0 457
```

26. Attitudes toward leading crowd data set of Table 13.8

```
mem1 att1 mem2 att2 count
1 1 1 1 458
1 1 1 0 140
1 1 0 1 110
1 1 0 0 49
1 0 1 1 171
1 0 1 0 182
1 0 0 1 56
1 0 0 0 87
0 1 1 1 184
0 1 1 0 75
0 1 0 1 531
0 1 0 0 281
0 0 1 1 85
0 0 1 0 97
0 0 0 1 338
0 0 0 0 554
```

27. Data for example in Section 13.4.4 on cluster sampling

```
nbhd satis_1 satis_2
1 1 1
1 2 1
1 2 1
1 2 2
1 2 2
2 1 1
2 2 1
2 2 1
2 2 2
2 2 2
3 1 2
3 1 2
3 2 2
3 2 2
3 3 2
4 1 2
4 2 1
4 2 1
4 2 2
4 3 1
5 2 2
5 2 2
5 2 2
5 2 2
5 3 2
6 1 1
6 2 1
6 2 1
6 2 1
6 2 2
7 1 1
7 1 1
7 1 1
7 2 2
7 3 2
8 1 1
8 2 1
8 2 2
8 2 2
8 2 2
9 1 1
9 1 1
9 1 1
9 3 1
9 3 3
10 1 2
10 2 2
10 2 2
10 2 2
10 2 3
11 1 1
11 1 2
11 2 2
11 2 2
11 3 1
12 1 2
12 2 1
12 2 1
12 2 1
12 2 1
13 2 1
13 2 1
13 2 1
13 2 1
13 2 2
14 2 1
14 2 2
14 2 2
14 3 3
14 3 3
15 1 1
15 1 1
15 2 1
15 2 1
15 2 2
16 1 1
16 2 1
16 2 2
17 2 1
17 2 2
17 2 3
17 3 2
17 3 2
18 2 1
18 2 3
18 3 3
19 1 1
19 1 1
19 2 1
19 2 1
19 2 2
20 1 1
20 1 1
20 2 1
20 2 1
20 3 1
```

28. Clinical trials data set for Exercise 13.17

```
Center  Treatment   Much_Better  Better  Unchanged/Worse
1  Drug      13  7  6
1   Placebo    1  1   10
2  Drug       2  5   10
2   Placebo    2  2   1
3  Drug      11  23  7
3   Placebo    2  8   2
4  Drug       7  11  8
4   Placebo    0  3   2
5  Drug      15  3   5
5   Placebo    1  1   5
6  Drug      13  5   5
6   Placebo    4  0   1
7  Drug       7  4   13
7   Placebo    1  1   11
8  Drug      15  9   2
8   Placebo    3  2   2
```

29. Data for Exercise 14.15 on Buchanan vote in 2000

```
county      perot      total     buchanan    total
vote     vote 1996     vote     vote 2000

Alachua      8072      74484       262        84839
Baker         667       6634        73         8128
Bay          5922      51566       248        58563
Brevard     25249     195055       570       217543
Broward     38964     505015       789       571685
Calhoun       630       4158        90         5157
Charlott     7783      63014       182        66715
Citrus       7244      49585       270        56940
Clay         3281      47040       186        57116
Collier      6320      72511       122        91873
Columbia     1970      16326        89        18358
Desoto        965       7485        36         7771
Dixie         652       3795        29         4627
Duval       13844     253943       652       263371
Escambia     8587     107687       504       116220
Flagler      2185      20075        83        27017
Franklin      878       4569        33         4618
Gilchris      841       4795        29         5336
Gulf         1054       5986        71         6104
Hamilton      406       3670        23         3928
Hardee        851       6204        30         6210
Hendry       1135       8896        22         8112
Hernando     7272      58055       242        65033
Highland     3739      33699       127        35045
Hillsbor    25154     308190       847       351913
Holmes       1208       6801        76         7306
IndianRi     4635      43963       105        49458
Jackson      1602      15509       102        16246
Jefferso      393       4808        29         5624
Lafayett      316       2322        10         2493
Lake         8813      73911       289        88266
Lee         18389     165923       305       183593
Leon         6672      91685       282       102692
Levy         1774      11065        67        12614
Liberty       376       1342        39         2385
Manatee     10360      96741       272       109878
Marion      11340      90146       563       102178
Martin       5005      54646       108        61666
Monroe       4817      32450        47        33679
Nassau       1657      21159        90        23502
Okaloosa     5432      62963       267        70293
Okeechob     1666       9936        43         9819
Orange      18191     231061       446       278918
Osceola      6091      46484       145        55270
PalmBeac    30739     397231      3407       430762
Pasco       18011     133457       570       142108
Pinellas    36990     376218      1010       396092
Polk        14991     150140       538       167676
Putnam       3272      25145       148        26074
SantaRos     4957      42336       311        50111
Sarasota    14939     148950       305       160327
Seminole     9357     114878       194       136315
StJohns      4205      48539       229        60494
StLucie      8482      73897       124        77756
Sumter       2375      15397       114        22184
Suwannee     1874      12144       108        12369
Taylor       1140       7997        27         6791
Union         425       3462        29         3800
Volusia     17319     160118       396       182109
Wakulla      1091       7165        46         8545
Walton       2342     15514        120       18209
Washingt     1287      7859         88        7960
```

30. Election data set of Table 15.5 (1 = Dem, 0 = Rep)

```
State  e1  e2  e3  e4  e5  e6  e7  e8
Alab 0 0 0 0 0 0 0 0
Alas 0 0 0 0 0 0 0 0
Ariz 0 0 0 0 1 0 0 0
Arka 0 0 0 1 1 0 0 0
Cali 0 0 0 1 1 1 1 1
Colo 0 0 0 1 0 0 0 1
Conn 0 0 0 1 1 1 1 1
Dela 0 0 0 1 1 1 1 1
DisC 1 1 1 1 1 1 1 1
Flor 0 0 0 0 1 0 0 1
Geor 1 0 0 1 0 0 0 0
Hawa 1 0 1 1 1 1 1 1
Idah 0 0 0 0 0 0 0 0
Illi 0 0 0 1 1 1 1 1
Indi 0 0 0 0 0 0 0 1
Iowa 0 0 1 1 1 1 0 1
Kans 0 0 0 0 0 0 0 0
Kent 0 0 0 1 1 0 0 0
Loui 0 0 0 1 1 0 0 0
Main 0 0 0 1 1 1 1 1
Mary 1 0 0 1 1 1 1 1
Mass 0 0 1 1 1 1 1 1
Mich 0 0 0 1 1 1 1 1
Minn 1 1 1 1 1 1 1 1
Miss 0 0 0 0 0 0 0 0
Miso 0 0 0 1 1 0 0 0
Mont 0 0 0 1 0 0 0 0
Nebr 0 0 0 0 0 0 0 0
Neva 0 0 0 1 1 0 0 1
NewH 0 0 0 1 1 0 1 1
NewJ 0 0 0 1 1 1 1 1
NewM 0 0 0 1 1 1 0 1
NewY 0 0 1 1 1 1 1 1
NorC 0 0 0 0 0 0 0 1
NorD 0 0 0 0 0 0 0 0
Ohio 0 0 0 1 1 0 0 1
Okla 0 0 0 0 0 0 0 0
Oreg 0 0 1 1 1 1 1 1
Penn 0 0 0 1 1 1 1 1
Rhod 1 0 1 1 1 1 1 1
SouC 0 0 0 0 0 0 0 0
SouD 0 0 0 0 0 0 0 0
Tenn 0 0 0 1 1 0 0 1
Texa 0 0 0 0 0 0 0 0
Utah 0 0 0 0 0 0 0 0
Verm 0 0 0 1 1 1 1 1
Virg 0 0 0 0 0 0 0 1
Wash 0 0 1 1 1 1 1 1
WesV 1 0 1 1 1 0 0 0
Wisc 0 0 1 1 1 1 1 1
Wyom 0 0 0 0 0 0 0 0
```

31. Grounds for divorce data set of Table 15.6 for Exercise 15.10

```
state incompat cruelty desertn non_supp alcohol felony impotenc insanity separate
Alabama  1 1 1 1 1 1 1 1 1
Alaska  1 1 1 0 1 1 1 1 0
Arizona  1 0 0 0 0 0 0 0 0
Arkansas  0 1 1 1 1 1 1 1 1
California  1 0 0 0 0 0 0 1 0
Colorado  1 0 0 0 0 0 0 0 0
Connecticut  1 1 1 1 1 1 0 1 1
Delaware  1 0 0 0 0 0 0 0 1
Florida  1 0 0 0 0 0 0 1 0
Georgia  1 1 1 0 1 1 1 1 0
Hawaii  1 0 0 0 0 0 0 0 1
Idaho  1 1 1 1 1 1 0 1 1
Illinois  0 1 1 0 1 1 1 0 0
Indiana  1 0 0 0 0 1 1 1 0
Iowa  1 0 0 0 0 0 0 0 0
Kansas  1 1 1 0 1 1 1 1 0
Kentucky  1 0 0 0 0 0 0 0 0
Louisiana  0 0 0 0 0 1 0 0 1
Maine  1 1 1 1 1 0 1 1 0
Maryland  0 1 1 0 0 1 1 1 1
Massachusetts  1 1 1 1 1 1 1 0 1
Michigan  1 0 0 0 0 0 0 0 0
Minnesota  1 0 0 0 0 0 0 0 0
Mississippi  1 1 1 0 1 1 1 1 0
Missouri  1 0 0 0 0 0 0 0 0
Montana  1 0 0 0 0 0 0 0 0
Nebraska  1 0 0 0 0 0 0 0 0
Nevada  1 0 0 0 0 0 0 1 1
NewHampshire  1 1 1 1 1 1 1 0 0
NewJersey  0 1 1 0 1 1 0 1 1
NewMexico  1 1 1 0 0 0 0 0 0
NewYork  0 1 1 0 0 1 0 0 1
NorthCarolina  0 0 0 0 0 0 1 1 1
NorthDakota  1 1 1 1 1 1 1 1 0
Ohio  1 1 1 0 1 1 1 0 1
Oklahoma  1 1 1 1 1 1 1 1 0
Oregon  1 0 0 0 0 0 0 0 0
Pennsylvania  0 1 1 0 0 1 1 1 0
RhodeIsland  1 1 1 1 1 1 1 0 1
SouthCarolina  0 1 1 0 1 0 0 0 1
SouthDakota  0 1 1 1 1 1 0 0 0
Tennessee  1 1 1 1 1 1 1 0 0
Texas  1 1 1 0 0 1 0 1 1
Utah  0 1 1 1 1 1 1 1 0
Vermont  0 1 1 1 0 1 0 1 1
Virginia  0 1 0 0 0 1 0 0 1
Washington  1 0 0 0 0 0 0 0 1
WestVirginia  1 1 1 0 1 1 0 1 1
Wisconsin  1 0 0 0 0 0 0 0 1
Wyoming  1 0 0 0 0 0 0 1 1
```