Research Article
An Exponential-Cum-Sine-Type Hybrid Imputation Technique for Missing Data
Table 9
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 | 1361.451 1 | 1484.757 6 | 1615.473 2 | 1754.286 6 | 1901.974 3 | 0.2 | 523.041 9 | 562.926 2 | 605.004 8 | 649.463 8 | 696.511 2 | 0.3 | 504.883 7 | 541.794 7 | 580.570 3 | 621.355 7 | 664.311 1 | 0.4 | 998.053 7 | 1078.963 1 | 1163.678 3 | 1252.474 2 | 1345.653 0 | 0.5 | 769.279 0 | 828.016 2 | 889.329 7 | 953.392 7 | 1020.394 5 | 0.6 | 341.143 5 | 360.152 7 | 379.861 5 | 400.309 2 | 421.538 1 | 0.7 | 458.557 7 | 485.768 8 | 513.782 2 | 542.633 9 | 572.362 1 | 0.8 | 354.110 3 | 373.251 8 | 393.005 4 | 413.401 2 | 434.470 8 | 0.9 | 434.663 4 | 459.058 3 | 484.088 3 | 509.778 4 | 536.155 3 |
| | When data is generated from Gamma distribution | 0.1 | 226.951 0 | 239.763 0 | 253.386 3 | 267.900 4 | 283.395 8 | 0.2 | 227.539 8 | 240.069 8 | 253.361 5 | 267.486 8 | 282.526 4 | 0.3 | 230.863 6 | 243.383 3 | 256.633 4 | 270.679 9 | 285.596 7 | 0.4 | 224.737 5 | 236.253 2 | 248.405 5 | 261.248 9 | 274.843 9 | 0.5 | 226.091 9 | 237.201 0 | 248.880 3 | 261.175 1 | 274.135 1 | 0.6 | 226.830 4 | 237.395 3 | 248.455 0 | 260.045 2 | 272.204 9 | 0.7 | 227.996 6 | 237.780 7 | 247.960 1 | 258.559 3 | 269.604 7 | 0.8 | 213.751 3 | 221.499 4 | 229.514 2 | 237.809 7 | 246.400 8 | 0.9 | 207.722 6 | 213.871 4 | 220.180 0 | 226.654 7 | 233.302 1 |
| | When data is generated from Poisson distribution | 0.1 | 177.014 5 | 184.577 7 | 192.600 1 | 201.124 8 | 210.200 7 | 0.2 | 176.981 0 | 184.423 1 | 192.309 1 | 200.679 9 | 209.581 7 | 0.3 | 176.082 6 | 183.287 9 | 190.913 3 | 198.996 4 | 207.579 9 | 0.4 | 176.690 9 | 183.813 5 | 191.342 2 | 199.312 6 | 207.764 7 | 0.5 | 174.141 1 | 180.768 9 | 187.759 3 | 195.142 9 | 202.953 8 | 0.6 | 173.116 4 | 179.477 2 | 186.176 0 | 193.240 6 | 200.701 8 | 0.7 | 167.633 3 | 173.193 0 | 179.033 2 | 185.175 9 | 191.645 0 | 0.8 | 165.091 7 | 170.188 2 | 175.530 9 | 181.138 2 | 187.030 1 | 0.9 | 153.828 1 | 157.554 6 | 161.448 6 | 165.521 6 | 169.786 3 |
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