Research Article
An Exponential-Cum-Sine-Type Hybrid Imputation Technique for Missing Data
Table 7
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 | 470.654 1 | 448.598 9 | 405.082 4 | 335.811 6 | 235.944 6 | 0.2 | 205.929 6 | 200.477 9 | 188.554 3 | 168.842 5 | 139.873 1 | 0.3 | 188.801 9 | 184.937 7 | 175.366 8 | 158.912 2 | 134.271 4 | 0.4 | 303.819 3 | 294.193 0 | 271.676 3 | 233.719 8 | 177.522 6 | 0.5 | 229.191 9 | 224.740 8 | 211.484 9 | 187.620 1 | 151.176 6 | 0.6 | 120.640 2 | 122.286 4 | 121.653 5 | 118.156 1 | 111.164 6 | 0.7 | 133.264 1 | 135.276 3 | 133.806 8 | 128.030 1 | 117.071 0 | 0.8 | 103.726 6 | 108.071 5 | 110.493 9 | 110.391 4 | 107.121 9 | 0.9 | 105.568 7 | 111.201 2 | 114.246 5 | 113.939 4 | 109.473 9 |
| | When data is generated from Gamma distribution | 0.1 | 137.107 3 | 135.015 2 | 130.737 8 | 123.827 1 | 113.774 4 | 0.2 | 134.024 1 | 132.235 6 | 128.394 0 | 122.072 7 | 112.790 1 | 0.3 | 131.435 3 | 129.955 5 | 126.514 3 | 120.695 9 | 112.033 5 | 0.4 | 125.754 8 | 124.791 5 | 122.129 5 | 117.396 2 | 110.175 1 | 0.5 | 121.186 1 | 120.746 3 | 118.779 8 | 114.934 1 | 108.818 8 | 0.6 | 115.379 1 | 115.641 5 | 114.583 8 | 111.873 7 | 107.146 3 | 0.7 | 108.611 5 | 109.731 4 | 109.758 0 | 108.377 1 | 105.247 9 | 0.8 | 97.570 0 | 99.957 8 | 101.676 9 | 102.455 0 | 102.000 3 | 0.9 | 88.167 8 | 91.827 8 | 95.109 0 | 97.750 4 | 99.477 3 |
| | When data is generated from Poisson distribution | 0.1 | 121.737 3 | 120.509 3 | 118.000 0 | 113.948 4 | 108.059 8 | 0.2 | 119.469 0 | 118.492 9 | 116.324 8 | 112.714 2 | 107.379 0 | 0.3 | 116.387 1 | 115.749 6 | 114.042 9 | 111.031 3 | 106.449 9 | 0.4 | 113.897 9 | 113.565 1 | 112.251 2 | 109.728 2 | 105.740 3 | 0.5 | 108.956 1 | 109.183 7 | 108.621 6 | 107.062 5 | 104.275 0 | 0.6 | 105.457 8 | 106.119 4 | 106.113 7 | 105.242 8 | 103.286 8 | 0.7 | 99.941 6 | 101.235 9 | 102.075 0 | 102.282 5 | 101.663 1 | 0.8 | 95.626 7 | 97.480 5 | 99.022 0 | 100.082 7 | 100.477 0 | 0.9 | 87.555 7 | 90.392 2 | 93.207 4 | 95.855 8 | 98.178 2 |
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