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Statistical inference for partially linear regression models with measurement errors

✍ Scribed by Jinhong You; Qinfeng Xu; Bin Zhou

Publisher
Coastal and Estuarine Research Federation
Year
2008
Tongue
English
Weight
262 KB
Volume
29
Category
Article
ISSN
1860-6261

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πŸ“œ SIMILAR VOLUMES

On inference for a semiparametric partia
On inference for a semiparametric partially linear regression model with serially correlated errors
✍ Jinhong You; Gemai Chen πŸ“‚ Article πŸ“… 2007 πŸ› John Wiley and Sons 🌐 French βš– 980 KB

## Abstract The authors consider a semiparametric partially linear regression model with serially correlated errors. They propose a new way of estimating the error structure which has the advantage that it does not involve any nonparametric estimation. This allows them to develop an inference proce

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In this paper we consider a suitable scale adjustment of the estimating function which deΓΏnes a class of robust M-estimators for generalized linear models. This leads to a robust version of the quasi-proΓΏle loglikelihood which allows us to derive robust likelihood ratio type tests for inference and