Research Article
An Exponential-Cum-Sine-Type Hybrid Imputation Technique for Missing Data
Table 11
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 | 2062.182 7 | 2061.693 8 | 2061.175 5 | 2060.625 1 | 2060.039 5 | 0.2 | 757.255 6 | 755.313 4 | 753.264 3 | 751.099 3 | 748.808 2 | 0.3 | 728.352 1 | 724.973 9 | 721.425 0 | 717.692 2 | 713.760 8 | 0.4 | 1494.992 5 | 1485.649 2 | 1475.866 3 | 1465.612 3 | 1454.852 1 | 0.5 | 1138.649 9 | 1129.854 3 | 1120.672 8 | 1111.079 6 | 1101.046 4 | 0.6 | 471.604 1 | 466.406 9 | 461.018 4 | 455.428 0 | 449.623 9 | 0.7 | 653.137 9 | 643.694 4 | 633.972 5 | 623.959 7 | 613.642 6 | 0.8 | 491.045 6 | 484.524 4 | 477.794 5 | 470.845 9 | 463.667 7 | 0.9 | 615.439 5 | 605.537 5 | 595.377 6 | 584.949 8 | 574.243 2 |
| | When data is generated from Gamma distribution | 0.1 | 297.869 3 | 298.238 8 | 298.631 7 | 299.050 2 | 299.497 1 | 0.2 | 298.423 0 | 298.449 3 | 298.477 2 | 298.506 9 | 298.538 5 | 0.3 | 303.239 0 | 302.924 8 | 302.592 3 | 302.239 8 | 301.865 5 | 0.4 | 293.266 4 | 292.551 0 | 291.796 2 | 290.998 4 | 290.153 9 | 0.5 | 294.795 7 | 293.539 4 | 292.218 7 | 290.828 4 | 289.362 9 | 0.6 | 295.282 7 | 293.410 3 | 291.450 2 | 289.396 0 | 287.241 0 | 0.7 | 296.138 8 | 293.373 9 | 290.497 3 | 287.502 1 | 284.380 7 | 0.8 | 273.078 6 | 269.764 2 | 266.335 7 | 262.787 2 | 259.112 2 | 0.9 | 262.412 9 | 258.184 8 | 253.846 9 | 249.394 7 | 244.823 8 |
| | When data is generated from Poisson distribution | 0.1 | 219.817 0 | 219.828 6 | 219.841 0 | 219.854 1 | 219.868 0 | 0.2 | 219.610 4 | 219.514 2 | 219.412 4 | 219.304 2 | 219.189 2 | 0.3 | 218.016 2 | 217.784 9 | 217.540 0 | 217.280 5 | 217.004 9 | 0.4 | 218.776 0 | 218.414 6 | 218.032 6 | 217.628 2 | 217.199 3 | 0.5 | 214.476 7 | 213.896 6 | 213.284 7 | 212.638 5 | 211.954 8 | 0.6 | 212.655 0 | 211.926 9 | 211.160 0 | 210.351 3 | 209.497 3 | 0.7 | 203.733 4 | 202.783 9 | 201.786 5 | 200.737 4 | 199.632 6 | 0.8 | 199.461 7 | 198.332 7 | 197.149 2 | 195.907 1 | 194.601 9 | 0.9 | 181.441 7 | 180.131 0 | 178.761 4 | 177.328 8 | 175.828 7 |
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