Table 6.
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.