Two methods for the analysis of chromosome aberration data from the atomic-bomb survivors: quasi-likelihood moment method and beta-binomial method.

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Two estimation methods, the maximum likelihood method under the beta-binomial model and the quasi-likelihood moment method based on the mean and variance relation, were applied to G-banding chromosome aberration data from Hiroshima atomic-bomb survivors. The chromosome aberration rate was empirically thought to be overdispersed by the intraindividual correlation or the radiation dose estimation error. Using the results of Pierce, Stram, Vaeth, and Schafer [20], the mean and variance relationship was formulated under the two variations to apply the quasilikelihood method and the beta-binomial model. The quasi-likelihood moment method allows only single extra-binomial parameter but is robust, whereas the betabinomial model allows for both dose error and intraindividual variations. Dose response parameter estimates obtained using the two methods were similar. However, the quasi-likelihood moment method is computationally less intensive than the betabinomial maximum likelihood method. When observations are perturbed by the dose-error, the quasi-likelihood method is recommended.
日本統計学会の論文