Estimation for single-index mixed effects models

来源 :The Third IMS-China International Conference on Statistics a | 被引量 : 0次 | 上传用户：xiaojia1118

【摘要】

：

　　In this paper, we consider a single-index mixed effects model with longitudinal data.The introduction of the random effects raises interesting inferential c

【作者】

：

Zhen Pang LiugenXue

【机构】

：

DivisionofMathematicalSciences,SchoolofPhysicalandMathematicalSciences,NanyangTechnologicalUniversit

【出处】

：

The Third IMS-China International Conference on Statistics a

【发表日期】

：

2011年7期

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　　In this paper, we consider a single-index mixed effects model with longitudinal data.The introduction of the random effects raises interesting inferential challenge.Instead of treating the variance components as nuisance parameters, we propose root-n consistent estimators for them.A new set of estimating equations is proposed to estimate the single-index coefficients.

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Estimation for single-index mixed effects models

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