This file contains data described and analyzed in

Hall, D.B. Zero-inflated Poisson and binomial regression with random
effects: A case study. To appear in Biometrics.

The data consist of 640 observation of 7 variables,

imm=number of immature whiteflies
week
block
trt=treatment factor coded as 1=0 days without water, 2=1 day without water,
                              3=2days without water,  4=4 days without water,
                              5=control(C), 6=hand watering(H).
n=number of adult whiteflies placed in leaf cage
live=number of live adult whiteflies
plantid=plant identifier

imm week block trt n live plantid
15 1 3 5 12 11 1
16 2 3 5 8 6 1
28 3 3 5 10 10 1
17 4 3 5 10 8 1
9 5 3 5 10 10 1
28 6 3 5 10 10 1
16 7 3 5 10 10 1
28 8 3 5 10 10 1
18 9 3 5 10 10 1
11 10 3 5 10 6 1
8 11 3 5 10 10 1
41 12 3 5 10 10 1
23 1 3 5 11 10 2
14 2 3 5 10 10 2
23 3 3 5 8 6 2
17 4 3 5 10 10 2
7 5 3 5 10 10 2
43 6 3 5 10 10 2
37 7 3 5 10 10 2
34 8 3 5 10 9 2
15 9 3 5 11 11 2
22 10 3 5 10 7 2
28 11 3 5 10 10 2
44 12 3 5 10 10 2
6 1 3 5 12 12 3
18 2 3 5 11 7 3
6 3 3 5 10 9 3
18 4 3 5 10 10 3
0 5 3 5 6 6 3
13 6 3 5 10 10 3
22 7 3 5 10 10 3
54 8 3 5 10 10 3
9 9 3 5 10 10 3
17 10 3 5 8 8 3
25 11 3 5 7 7 3
55 12 3 5 10 10 3
0 1 2 3 10 2 4
0 3 2 3 10 0 4
0 4 2 3 10 6 4
0 5 2 3 1 0 4
0 6 2 3 8 0 4
0 7 2 3 10 1 4
0 8 2 3 10 2 4
1 9 2 3 8 0 4
0 10 2 3 10 3 4
4 11 2 3 10 6 4
0 12 2 3 10 2 4
0 1 2 3 7 1 5
0 2 2 3 9 3 5
0 3 2 3 7 0 5
0 4 2 3 10 0 5
0 5 2 3 10 0 5
2 6 2 3 10 0 5
0 7 2 3 11 0 5
0 8 2 3 10 3 5
0 9 2 3 5 2 5
0 10 2 3 9 6 5
2 11 2 3 6 0 5
0 12 2 3 10 0 5
0 1 2 3 13 1 6
0 2 2 3 10 0 6
0 3 2 3 10 1 6
0 4 2 3 9 1 6
0 5 2 3 10 0 6
0 6 2 3 10 0 6
0 7 2 3 8 0 6
0 8 2 3 10 2 6
0 9 2 3 8 0 6
1 10 2 3 10 0 6
0 11 2 3 10 1 6
0 12 2 3 10 3 6
0 1 1 4 10 1 7
0 2 1 4 9 0 7
0 3 1 4 8 1 7
0 5 1 4 10 0 7
1 6 1 4 10 2 7
0 7 1 4 10 0 7
0 8 1 4 10 4 7
4 9 1 4 9 0 7
2 10 1 4 9 3 7
11 11 1 4 9 0 7
0 12 1 4 10 4 7
0 1 1 4 11 8 8
0 2 1 4 11 0 8
0 3 1 4 11 3 8
0 4 1 4 8 2 8
0 5 1 4 9 0 8
2 6 1 4 11 0 8
0 7 1 4 10 2 8
0 8 1 4 7 2 8
1 9 1 4 8 0 8
 10 1 4 5 1 8
5 11 1 4 9 1 8
0 12 1 4 10 0 8
0 1 1 4 10 7 9
0 2 1 4 9 4 9
0 3 1 4 11 1 9
0 4 1 4 9 6 9
0 5 1 4 11 0 9
0 6 1 4 10 0 9
0 7 1 4 10 0 9
0 8 1 4 10 0 9
2 9 1 4 7 0 9
4 10 1 4 10 2 9
1 11 1 4 7 0 9
0 12 1 4 10 0 9
0 1 3 4 10 1 10
0 2 3 4 10 0 10
4 3 3 4 4 1 10
0 4 3 4 12 0 10
0 5 3 4 10 0 10
0 6 3 4 10 0 10
0 7 3 4 10 0 10
10 8 3 4 10 0 10
2 9 3 4 11 0 10
1 10 3 4 9 3 10
4 11 3 4 7 0 10
0 12 3 4 10 0 10
0 1 3 4 11 6 11
0 2 3 4 9 1 11
0 3 3 4 10 0 11
0 4 3 4 11 0 11
0 5 3 4 8 0 11
0 6 3 4 10 3 11
0 7 3 4 10 0 11
0 8 3 4 7 0 11
3 9 3 4 10 0 11
3 10 3 4 10 3 11
3 11 3 4 9 0 11
0 12 3 4 7 0 11
0 1 3 4 10 4 12
0 2 3 4 10 0 12
0 3 3 4 12 0 12
0 4 3 4 1 0 12
0 5 3 4 9 0 12
0 6 3 4 10 0 12
0 7 3 4 8 0 12
0 8 3 4 9 0 12
1 9 3 4 9 0 12
2 10 3 4 10 0 12
8 11 3 4 10 0 12
0 12 3 4 8 1 12
0 1 2 2 11 0 13
2 2 2 2 11 6 13
0 3 2 2 8 4 13
0 4 2 2 10 0 13
0 5 2 2 8 0 13
0 6 2 2 10 0 13
0 7 2 2 9 2 13
1 8 2 2 10 6 13
0 9 2 2 8 0 13
0 10 2 2 10 3 13
11 11 2 2 6 0 13
0 12 2 2 12 0 13
0 1 2 2 10 0 14
0 2 2 2 10 1 14
0 3 2 2 11 0 14
2 4 2 2 8 8 14
0 5 2 2 8 1 14
0 6 2 2 10 0 14
0 7 2 2 10 3 14
3 8 2 2 10 1 14
1 9 2 2 10 0 14
1 10 2 2 10 0 14
5 11 2 2 10 0 14
0 12 2 2 11 5 14
0 1 2 2 10 10 15
0 2 2 2 11 3 15
0 3 2 2 9 1 15
2 4 2 2 10 6 15
0 5 2 2 10 7 15
2 6 2 2 11 3 15
0 7 2 2 8 0 15
4 8 2 2 10 5 15
4 9 2 2 10 1 15
3 10 2 2 10 0 15
0 12 2 2 10 1 15
1 1 1 3 9 0 16
0 2 1 3 10 0 16
0 3 1 3 3 0 16
0 4 1 3 8 0 16
0 5 1 3 7 0 16
0 6 1 3 6 0 16
0 7 1 3 8 0 16
3 8 1 3 10 0 16
2 9 1 3 8 0 16
4 10 1 3 11 0 16
3 11 1 3 7 0 16
0 12 1 3 7 1 16
1 1 1 3 10 5 17
0 2 1 3 10 1 17
0 4 1 3 9 0 17
6 5 1 3 10 0 17
0 6 1 3 8 0 17
0 7 1 3 10 0 17
0 8 1 3 6 0 17
2 9 1 3 10 0 17
3 10 1 3 10 0 17
0 11 1 3 10 0 17
0 12 1 3 11 1 17
0 1 1 3 10 0 18
0 2 1 3 9 1 18
0 3 1 3 5 3 18
0 4 1 3 8 0 18
0 5 1 3 9 0 18
0 6 1 3 9 0 18
0 7 1 3 8 0 18
0 8 1 3 9 0 18
0 9 1 3 10 0 18
0 12 1 3 11 0 18
1 1 3 1 12 0 19
0 2 3 1 11 8 19
0 3 3 1 10 0 19
0 4 3 1 10 5 19
0 5 3 1 10 0 19
0 6 3 1 8 0 19
0 7 3 1 10 0 19
2 8 3 1 10 3 19
10 9 3 1 10 0 19
12 10 3 1 10 1 19
0 11 3 1 10  19
11 12 3 1 10 0 19
0 1 3 1 10 1 20
4 2 3 1 10 1 20
0 3 3 1 11 1 20
0 4 3 1 8 0 20
0 5 3 1 7 0 20
0 6 3 1 11 0 20
3 7 3 1 9 3 20
3 8 3 1 8 2 20
7 9 3 1 9 0 20
6 10 3 1 10 1 20
0 12 3 1 10 3 20
0 1 3 1 11 0 21
0 2 3 1 7 3 21
0 3 3 1 9 3 21
0 4 3 1 10 6 21
0 5 3 1 8 0 21
2 6 3 1 11 0 21
0 7 3 1 10 1 21
3 8 3 1 10 2 21
4 9 3 1 10 0 21
11 10 3 1 10 2 21
5 11 3 1 8 0 21
4 12 3 1 9 0 21
33 1 2 5 10 10 22
35 2 2 5 10 10 22
30 3 2 5 12 12 22
22 4 2 5 8 2 22
13 5 2 5 10 10 22
20 6 2 5 10 8 22
39 7 2 5 10 10 22
36 8 2 5 10 10 22
16 9 2 5 10 7 22
4 10 2 5 10 10 22
7 11 2 5 9 9 22
37 12 2 5 10 10 22
22 1 2 5 10 8 23
30 2 2 5 10 7 23
12 3 2 5 8 4 23
34 4 2 5 10 10 23
26 5 2 5 10 10 23
32 6 2 5 10 10 23
13 7 2 5 12 10 23
51 8 2 5 10 8 23
33 9 2 5 10 6 23
20 10 2 5 10 10 23
14 11 2 5 8 8 23
13 12 2 5 10 10 23
21 1 2 5 9 9 24
52 2 2 5 12 11 24
39 3 2 5 11 7 24
12 4 2 5 11 8 24
14 5 2 5 10 6 24
17 6 2 5 7 7 24
22 7 2 5 10 2 24
59 8 2 5 10 10 24
36 9 2 5 10 10 24
39 10 2 5 11 11 24
43 11 2 5 8 8 24
21 12 2 5 11 11 24
0 1 1 2 9 0 25
0 2 1 2 11 0 25
0 3 1 2 7 2 25
0 4 1 2 10 0 25
0 5 1 2 10 0 25
1 6 1 2 12 0 25
2 7 1 2 8 0 25
0 8 1 2 10 0 25
0 9 1 2 10 2 25
0 10 1 2 10 0 25
1 11 1 2 10 0 25
0 12 1 2 11 0 25
2 1 1 2 8 0 26
0 2 1 2 6 2 26
0 3 1 2 10 2 26
0 4 1 2 10 0 26
0 5 1 2 10 1 26
0 6 1 2 10 0 26
0 7 1 2 10 2 26
4 8 1 2 10 0 26
1 9 1 2 9 0 26
10 10 1 2 9 0 26
3 11 1 2 7 0 26
2 12 1 2 12 0 26
4 1 1 2 11 8 27
0 3 1 2 12 0 27
3 4 1 2 10 2 27
2 5 1 2 10 0 27
6 6 1 2 8 0 27
3 7 1 2 9 3 27
4 8 1 2 10 0 27
4 9 1 2 11 0 27
14 10 1 2 10 3 27
9 11 1 2 11 1 27
0 12 1 2 6 0 27
0 1 3 2 9 0 28
0 2 3 2 7 3 28
0 3 3 2 10 0 28
0 4 3 2 8 0 28
0 5 3 2 11 2 28
0 6 3 2 10 0 28
0 7 3 2 11 0 28
12 8 3 2 10 0 28
1 9 3 2 10 1 28
4 10 3 2 8 0 28
8 11 3 2 13 0 28
0 12 3 2 10 0 28
0 1 3 2 6 0 29
0 2 3 2 10 0 29
0 3 3 2 7 1 29
0 4 3 2 10 0 29
0 5 3 2 10 0 29
0 6 3 2 10 0 29
0 7 3 2 10 0 29
0 8 3 2 10 0 29
4 9 3 2 5 0 29
2 10 3 2 7 0 29
0 11 3 2 8 0 29
0 12 3 2 12 7 29
0 1 3 2 10 0 30
0 2 3 2 11 1 30
0 3 3 2 9 1 30
0 4 3 2 10 0 30
0 5 3 2 8 0 30
0 6 3 2 100 30
0 7 3 2 8 0 30
13 8 3 2 10 0 30
4 9 3 2 10 0 30
0 10 3 2 6 0 30
6 11 3 2 10 0 30
0 12 3 2 10 0 30
0 1 2 4 8 0 31
0 2 2 4 9 0 31
0 3 2 4 10 0 31
0 4 2 4 10 0 31
0 5 2 4 10 4 31
0 6 2 4 7 0 31
0 7 2 4 10 0 31
2 8 2 4 10 0 31
7 9 2 4 11 0 31
2 10 2 4 9 0 31
4 11 2 4 11 0 31
1 12 2 4 9 7 31
0 1 2 4 13 0 32
0 2 2 4 11 3 32
0 3 2 4 10 0 32
0 4 2 4 10 0 32
0 5 2 4 8 0 32
3 6 2 4 13 0 32
0 7 2 4 10 0 32
3 8 2 4 10 2 32
3 9 2 4 10 0 32
6 10 2 4 10 0 32
2 11 2 4 5 0 32
0 12 2 4 10 6 32
0 1 2 4 10 0 33
0 2 2 4 10 3 33
0 3 2 4 10 2 33
0 4 2 4 10 0 33
0 5 2 4 11 0 33
0 6 2 4 10 0 33
0 7 2 4 10 0 33
2 8 2 4 10 0 33
0 9 2 4 4 0 33
3 10 2 4 11 0 33
4 11 2 4 10 1 33
0 12 2 4 10 0 33
0 1 1 1 11 0 34
0 2 1 1 9 3 34
0 3 1 1 10 3 34
2 4 1 1 10 0 34
0 5 1 1 10 0 34
0 6 1 1 10 0 34
4 7 1 1 11 1 34
2 8 1 1 10 0 34
7 9 1 1 10 0 34
0 10 1 1 6 0 34
10 11 1 1 6 0 34
4 12 1 1 10 2 34
0 1 1 1 10 1 35
0 2 1 1 10 0 35
0 3 1 1 8 0 35
0 4 1 1 8 6 35
0 5 1 1 5 0 35
1 6 1 1 9 0 35
0 7 1 1 10 0 35
2 8 1 1 10 0 35
2 9 1 1 11 1 35
1 10 1 1 9 0 35
3 11 1 1 10 0 35
8 12 1 1 10 1 35
2 1 1 1 11 2 36
0 2 1 1 11 7 36
0 3 1 1 7 0 36
0 4 1 1 7 2 36
0 5 1 1 10 2 36
0 6 1 1 9 1 36
0 7 1 1 11 0 36
0 8 1 1 9 0 36
9 9 1 1 10 0 36
3 10 1 1 11 0 36
9 11 1 1 12 1 36
2 12 1 1 10 1 36
0 1 3 3 11 1 37
0 2 3 3 10 6 37
0 3 3 3 9 3 37
0 4 3 3 9 0 37
0 5 3 3 9 0 37
0 6 3 3 9 0 37
0 7 3 3 9 0 37
16 8 3 3 10 3 37
4 9 3 3 10 0 37
2 10 3 3 10 0 37
1 11 3 3 10 0 37
0 12 3 3 6 0 37
0 1 3 3 8 2 38
0 2 3 3 10 0 38
0 3 3 3 10 0 38
0 4 3 3 8 0 38
3 5 3 3 10 0 38
0 6 3 3 13 0 38
0 7 3 3 9 1 38
1 8 3 3 10 0 38
3 9 3 3 10 0 38
0 10 3 3 13 0 38
6 11 3 3 11 0 38
0 12 3 3 10 7 38
0 1 3 3 11 0 39
0 2 3 3 10 0 39
0 3 3 3 10 0 39
0 4 3 3 10 0 39
0 5 3 3 8 0 39
0 6 3 3 6 0 39
0 7 3 3 9 0 39
1 8 3 3 11 0 39
6 9 3 3 10 0 39
3 10 3 3 10 0 39
1 11 3 3 11 0 39
0 12 3 3 5 1 39
0 1 2 1 15 1 40
0 2 2 1 6 0 40
0 3 2 1 8 6 40
0 4 2 1 10 1 40
0 5 2 1 10 0 40
0 6 2 1 8 0 40
0 7 2 1 10 0 40
3 8 2 1 8 0 40
6 9 2 1 10 0 40
1 10 2 1 8 0 40
2 11 2 1 9 0 40
4 12 2 1 10 6 40
1 1 2 1 11 0 41
0 2 2 1 10 0 410 3 2 1 10 0 41
0 4 2 1 7 0 41
0 5 2 1 10 0 41
2 6 2 1 9 0 41
0 7 2 1 10 0 41
6 8 2 1 10 2 41
7 9 2 1 9 0 41
2 10 2 1 9 0 41
1 11 2 1 10 4 41
2 12 2 1 10 2 41
0 1 2 1 13 2 42
0 2 2 1 7 1 42
0 3 2 1 10 0 42
0 4 2 1 10 0 42
2 5 2 1 10 0 42
0 6 2 1 9 0 42
0 7 2 1 7 0 42
6 8 2 1 10 0 42
2 9 2 1 8 0 42
3 10 2 1 10 0 42
18 11 2 1 10 0 42
4 12 2 1 10 0 42
9 1 1 5 12 1 43
31 2 1 5 8 8 43
0 3 1 5 10 2 43
13 4 1 5 8 8 43
8 5 1 5 10 2 43
14 6 1 5 7 0 43
32 7 1 5 11 11 43
22 8 1 5 6 0 43
13 9 1 5 10 0 43
9 10 1 5 10 10 43
13 11 1 5 9 0 43
15 12 1 5 10 10 43
20 1 1 5 8 7 44
28 2 1 5 10 8 44
12 3 1 5 6 6 44
25 4 1 5 10 10 44
13 5 1 5 10 10 44
28 6 1 5 10 4 44
31 7 1 5 10 10 44
32 8 1 5 10 10 44
21 9 1 5 10 9 44
14 10 1 5 11 11 44
6 11 1 5 6 6 44
75 12 1 5 9 9 44
39 1 1 5 10 10 45
31 2 1 5 13 13 45
36 3 1 5 10 10 45
28 4 1 5 10 10 45
21 5 1 5 10 10 45
33 6 1 5 10 10 45
27 7 1 5 12 12 45
43 8 1 5 10 10 45
27 9 1 5 10 9 45
23 10 1 5 12 12 45
27 11 1 5 1 0 45
53 12 1 5 10 10 45
0 1 3 6 12 1 46
0 2 3 6 9 6 46
0 3 3 6 2 2 46
0 4 3 6 9 0 46
0 5 3 6 10 0 46
0 6 3 6 9 2 46
6 7 3 6 9 0 46
13 8 3 6 10 0 46
17 9 3 6 10 0 46
0 10 3 6 10 3 46
10 11 3 6 9 3 46
17 12 3 6 10 6 46
0 1 3 6 8 0 47
0 2 3 6 10 3 47
0 3 3 6 9 0 47
0 4 3 6 7 0 47
8 5 3 6 10 6 47
9 6 3 6 8 0 47
12 7 3 6 8 2 47
9 8 3 6 8 0 47
13 9 3 6 10 6 47
0 10 3 6 11 2 47
15 11 3 6 10 7 47
28 12 3 6 11 9 47
0 1 3 6 13 0 48
0 2 3 6 7 1 48
0 3 3 6 10 5 48
0 4 3 6 10 3 48
2 5 3 6 10 0 48
0 6 3 6 10 3 48
0 7 3 6 10 0 48
2 8 3 6 7 0 48
8 9 3 6 10 1 48
12 10 3 6 10 0 48
12 11 3 6 8 2 48
14 12 3 6 11 3 48
0 1 2 6 12 0 49
0 2 2 6 10 0 49
0 3 2 6 9 7 49
13 4 2 6 10 0 49
0 5 2 6 10 0 49
0 6 2 6 10 5 49
0 7 2 6 9 5 49
23 8 2 6 10 3 49
19 9 2 6 10 0 49
12 10 2 6 11 0 49
6 11 2 6 8 0 49
16 12 2 6 8 0 49
0 1 2 6 13 0 50
0 2 2 6 10 7 50
4 3 2 6 10 0 50
6 4 2 6 8 4 50
0 5 2 6 10 0 50
12 6 2 6 7 0 50
7 7 2 6 8 0 50
17 8 2 6 9 0 50
6 9 2 6 9 2 50
14 10 2 6 10 5 50
17 11 2 6 9 1 50
29 12 2 6 10 7 50
0 1 2 6 11 0 51
0 2 2 6 10 0 51
0 3 2 6 10 0 51
6 4 2 6 8 0 51
2 5 2 6 10 0 51
2 6 2 6 11 11 51
42 7  6 11 6 51
9 8 2 6 8 0 51
7 9 2 6 10 0 51
4 10 2 6 10 0 51
9 11 2 6 6 0 51
11 12 2 6 3 0 51
0 1 1 6 12 1 52
0 2 1 6 6 0 52
0 3 1 6 7 2 52
0 4 1 6 2 0 52
0 5 1 6 12 2 52
10 6 1 6 10 0 52
17 7 1 6 10 2 52
25 8 1 6 10 4 52
13 9 1 6 10 4 52
12 10 1 6 13 0 52
1 11 1 6 10 0 52
14 12 1 6 4 4 52
0 1 1 6 15 0 53
0 2 1 6 10 4 53
0 3 1 6 7 0 53
0 4 1 6 11 0 53
6 5 1 6 11 0 53
0 6 1 6 9 2 53
0 7 1 6 8 0 53
6 8 1 6 10 0 53
7 9 1 6 10 3 53
5 10 1 6 10 0 53
1 11 1 6 10 4 53
3 12 1 6 11 6 53
0 1 1 6 9 0 54
0 2 1 6 8 0 54
0 3 1 6 10 2 54
4 4 1 6 10 4 54
2 5 1 6 15 0 54
7 6 1 6 9 4 54
2 7 1 6 7 2 54
5 8 1 6 10 2 54
12 9 1 6 9 0 54
4 10 1 6 12 0 54
12 11 1 6 6 0 54
10 12 1 6 9 2 54