Research Article
On Suitability of Mixture of Generalized Exponential Models in Modeling Right-Censored Medical Datasets Using Conditional Expectations
Table 11
Effect of true parametric values on the estimation using LLF and IP.
| (, , , , ) | Technique | Estimated values of the parameters | | | | | |
| (0.50, 1.20, 0.75, 1.50, 0.45) | LA | 0.5464 | 1.4183 | 0.7849 | 1.7798 | 0.4540 | (0.0116) | (0.0788) | (0.0254) | (0.0942) | (0.0121) | IS | 0.5576 | 1.3301 | 0.8119 | 1.8707 | 0.5190 | (0.0026) | (0.0931) | (0.0046) | (0.0898) | (0.0027) | (0.50, 1.20, 1.50, 3.00, 0.45) | LA | 0.5501 | 1.3929 | 1.5196 | 3.4386 | 0.4515 | (0.0130) | (0.0904) | (0.0674) | (0.3010) | (0.0126) | IS | 0.5505 | 1.3244 | 1.6161 | 3.5367 | 0.5115 | (0.0029) | (0.1065) | (0.0246) | (0.3395) | (0.0026) | (1.00, 2.40, 0.75, 1.50, 0.45) | LA | 1.0401 | 2.7969 | 0.7727 | 1.7948 | 0.4625 | (0.0284) | (0.2511) | (0.0273) | (0.0977) | (0.0126) | IS | 1.0420 | 2.5988 | 0.8432 | 1.8419 | 0.5294 | (0.0063) | (0.3002) | (0.0049) | (0.0946) | (0.0024) |
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