Research Article
An Exponential-Cum-Sine-Type Hybrid Imputation Technique for Missing Data
Table 6
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 | 769.433 6 | 651.167 6 | 525.795 1 | 392.656 0 | 251.005 3 | 0.2 | 299.679 7 | 264.020 4 | 226.399 2 | 186.649 7 | 144.586 0 | 0.3 | 274.230 3 | 242.818 2 | 209.819 3 | 175.110 1 | 138.554 2 | 0.4 | 496.315 6 | 424.337 8 | 348.974 3 | 269.980 6 | 187.087 8 | 0.5 | 365.407 7 | 316.882 7 | 266.229 3 | 213.304 3 | 157.951 6 | 0.6 | 161.467 9 | 150.062 8 | 138.238 0 | 125.969 8 | 113.233 0 | 0.7 | 194.934 1 | 177.050 6 | 158.639 9 | 139.678 2 | 120.140 5 | 0.8 | 142.841 8 | 134.812 9 | 126.527 2 | 117.972 2 | 109.134 6 | 0.9 | 157.471 7 | 146.568 1 | 135.380 7 | 123.898 2 | 112.108 8 |
| | When data is generated from Gamma distribution | 0.1 | 167.446 9 | 155.613 4 | 143.030 6 | 129.625 0 | 115.313 2 | 0.2 | 163.157 7 | 152.016 8 | 140.198 6 | 127.639 3 | 114.266 9 | 0.3 | 159.970 7 | 149.336 5 | 138.081 8 | 126.150 7 | 113.480 4 | 0.4 | 151.366 5 | 142.198 7 | 132.523 9 | 122.299 1 | 111.475 8 | 0.5 | 145.333 2 | 137.174 2 | 128.596 2 | 119.566 4 | 110.047 9 | 0.6 | 137.744 9 | 130.887 0 | 123.707 7 | 116.184 2 | 108.290 9 | 0.7 | 129.067 1 | 123.714 1 | 118.144 9 | 112.346 0 | 106.302 9 | 0.8 | 113.216 1 | 110.751 8 | 108.202 6 | 105.564 2 | 102.831 7 | 0.9 | 100.842 1 | 100.682 3 | 100.518 4 | 100.350 1 | 100.177 4 |
| | When data is generated from Poisson distribution | 0.1 | 139.707 9 | 132.702 4 | 125.271 4 | 117.375 1 | 108.968 4 | 0.2 | 136.595 4 | 130.124 2 | 123.267 0 | 115.988 2 | 108.247 6 | 0.3 | 132.307 4 | 126.577 8 | 120.514 3 | 114.086 8 | 107.261 4 | 0.4 | 129.075 8 | 123.905 2 | 118.439 9 | 112.653 9 | 106.518 2 | 0.5 | 122.248 5 | 118.272 8 | 114.079 5 | 109.650 3 | 104.964 8 | 0.6 | 117.655 7 | 114.490 2 | 111.156 5 | 107.640 7 | 103.927 6 | 0.7 | 109.955 8 | 108.160 7 | 106.274 9 | 104.291 6 | 102.202 8 | 0.8 | 104.363 1 | 103.572 8 | 102.744 4 | 101.874 9 | 100.961 2 | 0.9 | 93.266 0 | 94.494 4 | 95.778 0 | 97.120 6 | 98.526 5 |
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