Research Article
An Exponential-Cum-Sine-Type Hybrid Imputation Technique for Missing Data
Table 5
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 | 100.134 4 | 100.110 6 | 100.085 5 | 100.058 7 | 100.030 3 | 0.2 | 101.457 1 | 101.196 9 | 100.922 4 | 100.632 3 | 100.325 4 | 0.3 | 102.640 5 | 102.164 5 | 101.664 4 | 101.138 3 | 100.584 3 | 0.4 | 103.563 8 | 102.916 5 | 102.238 9 | 101.528 5 | 100.783 1 | 0.5 | 104.411 4 | 103.604 8 | 102.762 9 | 101.883 2 | 100.963 2 | 0.6 | 106.314 4 | 105.142 8 | 103.928 1 | 102.667 8 | 101.359 4 | 0.7 | 108.313 4 | 106.747 4 | 105.135 1 | 103.474 6 | 101.763 7 | 0.8 | 107.626 8 | 106.197 5 | 104.722 5 | 103.199 5 | 101.626 2 | 0.9 | 109.266 4 | 107.508 4 | 105.704 6 | 103.853 2 | 101.952 4 |
| | When data is generated from Gamma distribution | 0.1 | 99.298 0 | 99.421 1 | 99.552 1 | 99.691 6 | 99.840 6 | 0.2 | 99.950 0 | 99.958 9 | 99.968 2 | 99.978 1 | 99.988 7 | 0.3 | 100.587 7 | 100.483 5 | 100.373 2 | 100.256 3 | 100.132 1 | 0.4 | 101.385 6 | 101.138 3 | 100.877 3 | 100.601 5 | 100.309 5 | 0.5 | 102.425 1 | 101.988 6 | 101.529 7 | 101.046 7 | 100.537 5 | 0.6 | 103.616 2 | 102.959 2 | 102.271 4 | 101.550 6 | 100.794 3 | 0.7 | 105.340 6 | 104.357 1 | 103.333 8 | 102.268 4 | 101.158 1 | 0.8 | 106.962 2 | 105.664 0 | 104.321 1 | 102.931 2 | 101.491 7 | 0.9 | 109.279 9 | 107.519 1 | 105.712 6 | 103.858 5 | 101.955 0 |
| | When data is generated from Poisson distribution | 0.1 | 99.970 1 | 99.975 3 | 99.980 9 | 99.986 9 | 99.993 2 | 0.2 | 100.248 2 | 100.204 3 | 100.157 8 | 100.108 4 | 100.055 9 | 0.3 | 100.602 0 | 100.495 2 | 100.382 2 | 100.262 5 | 100.135 3 | 0.4 | 100.937 7 | 100.770 9 | 100.594 7 | 100.408 1 | 100.210 2 | 0.5 | 101.536 9 | 101.262 3 | 100.972 6 | 100.666 6 | 100.343 0 | 0.6 | 101.946 9 | 101.597 9 | 101.230 2 | 100.842 6 | 100.433 1 | 0.7 | 102.653 3 | 102.174 9 | 101.672 3 | 101.143 7 | 100.587 1 | 0.8 | 103.225 6 | 102.641 4 | 102.028 9 | 101.386 1 | 100.710 6 | 0.9 | 104.123 4 | 103.371 2 | 102.585 2 | 101.763 1 | 100.902 3 |
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