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A Bayesian approach to nonlinear random effects models. (English) Zbl 0655.62102
Summary: Nonlinear random effects models are considered from the Bayesian point of view. The method of analysis follows closely that of D. Lindley and A. F. M. Smith [J. R. Stat. Soc., Ser. B 34, 1–41 (1972; Zbl 0246.62050)]. The numerical method is related to the EM algorithm.

MSC:
62P10 Applications of statistics to biology and medical sciences; meta analysis
62F15 Bayesian inference
62J02 General nonlinear regression
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