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Estimation in Nonlinear Models with Random Effects |
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| Authors: | Zong Xuping Zhu Zhongyi |
| Institution: | Zong Xuping ** Zhu Zhongyi |
| Abstract: | A necessary condition for existence of any weakly consistent estimator is presented in nonlinear models with random effects. Under mild regularity conditions, the strong consistency and the asymptotic normality of the estimator are proved. The results of Breslow and Calyton(1993), Lee and Nelder(1996) are improved. |
| Keywords: | fixed effects random effects marginal likelihood |
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