Research Article
An Exponential-Cum-Sine-Type Hybrid Imputation Technique for Missing Data
Table 8
Values of
when
and response rates are
for data generated from normal, Gamma, and Poisson distributions.
| | when response rate is | 75% | 80% | 85% | 90% | 95% |
| | When data is generated from normal distribution | 0.1 | 1916.780 1 | 1674.549 3 | 1417.763 3 | 1145.069 6 | 854.942 7 | 0.2 | 647.902 5 | 569.861 9 | 487.527 8 | 400.535 9 | 308.479 5 | 0.3 | 582.505 4 | 509.820 1 | 433.462 7 | 353.148 0 | 268.559 9 | 0.4 | 1197.061 4 | 1032.498 1 | 860.194 1 | 679.590 3 | 490.072 0 | 0.5 | 844.349 3 | 725.848 4 | 602.149 8 | 472.904 1 | 337.729 5 | 0.6 | 281.945 8 | 244.044 6 | 204.748 7 | 163.979 6 | 121.653 0 | 0.7 | 380.226 8 | 322.547 7 | 263.168 1 | 202.011 5 | 138.996 9 | 0.8 | 240.640 9 | 203.163 7 | 164.487 8 | 124.554 8 | 83.302 3 | 0.9 | 288.721 7 | 238.802 4 | 187.583 5 | 135.013 8 | 81.038 9 |
| | When data is generated from Gamma distribution | 0.1 | 284.139 1 | 259.915 0 | 234.157 0 | 206.714 6 | 177.417 1 | 0.2 | 272.979 2 | 249.299 4 | 224.179 9 | 197.485 3 | 169.062 6 | 0.3 | 265.010 4 | 241.396 3 | 216.404 5 | 189.910 7 | 161.775 4 | 0.4 | 242.326 3 | 220.621 7 | 197.717 2 | 173.510 2 | 147.886 6 | 0.5 | 226.876 8 | 205.793 4 | 183.627 6 | 160.294 0 | 135.697 8 | 0.6 | 207.659 0 | 187.420 3 | 166.233 6 | 144.030 8 | 120.736 8 | 0.7 | 185.522 7 | 166.100 6 | 145.893 8 | 124.853 9 | 102.928 1 | 0.8 | 144.503 8 | 128.566 4 | 112.080 4 | 95.017 0 | 77.345 5 | 0.9 | 112.683 1 | 98.642 6 | 84.237 3 | 69.452 7 | 54.273 7 |
| | When data is generated from Poisson distribution | 0.1 | 208.198 7 | 193.633 0 | 178.182 8 | 161.765 0 | 144.286 0 | 0.2 | 200.344 9 | 186.282 4 | 171.381 0 | 155.563 5 | 138.742 6 | 0.3 | 189.485 1 | 176.179 2 | 162.097 7 | 147.170 8 | 131.320 0 | 0.4 | 181.498 6 | 168.589 7 | 154.945 0 | 140.499 7 | 125.181 2 | 0.5 | 164.227 9 | 152.522 1 | 140.175 9 | 127.135 1 | 113.339 6 | 0.6 | 152.881 1 | 141.837 5 | 130.206 9 | 117.941 2 | 104.987 0 | 0.7 | 133.280 9 | 123.706 1 | 113.648 1 | 103.069 4 | 91.928 3 | 0.8 | 119.479 0 | 110.693 3 | 101.483 1 | 91.816 9 | 81.660 1 | 0.9 | 91.544 9 | 84.914 0 | 77.985 1 | 70.737 8 | 63.149 4 |
|
|