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. Author manuscript; available in PMC: 2011 Jun 17.
Published in final edited form as: J Off Stat. 2009;25(1):21–36.

Table 6.

Percent increase in RMSE compared to before deletion estimate, 1000 replicate samples (n=150)

Generated Model for Y and R Hot deck estimators Weighting estimators Complete
Case
[]Y []R wrhd(x) wshd(x) uhd(x) uhd(xz) wrr(x) urr(x) urr(xz)
1 XZ XZ 66 56 49 53 55 53 39 108
2 XZ X + Z 77 71 57 45 68 62 35 115
3 XZ X 60 52 59 63 48 48 48 89
4 XZ Z 55 45 37 29 45 43 22 42
5 XZ ϕ 40 31 42 37 26 26 25 29
6 X + Z XZ 83 78 58 49 75 71 38 139
7 X + Z X + Z 116 109 74 40 108 97 31 159
8 X + Z X 57 49 67 52 47 43 43 91
9 X + Z Z 61 60 36 26 56 53 18 49
10 X + Z ϕ 43 33 51 39 30 29 26 31
11 X XZ 57 48 49 47 45 50 37 107
12 X X + Z 50 42 44 48 39 51 35 82
13 X X 53 41 47 55 39 40 44 132
14 X Z 33 28 28 26 24 26 17 34
15 X ϕ 34 27 29 38 21 22 23 26
16 Z XZ 90 82 70 62 78 84 50 50
17 Z X + Z 99 93 65 51 90 105 38 53
18 Z X 74 59 89 65 55 56 50 47
19 Z Z 80 73 52 39 68 70 29 74
20 Z ϕ 50 40 68 47 35 35 32 35
21 ϕ XZ 59 48 53 53 46 48 40 32
22 ϕ X + Z 47 41 46 46 39 43 34 28
23 ϕ X 63 49 53 61 46 46 50 30
24 ϕ Z 37 33 32 34 28 29 22 29
25 ϕ ϕ 43 32 38 46 29 29 30 29
Mean Percent 61 53 52 46 50 50 34 65

Lowest percent increase in RMSE among hot deck methods shown in italics.