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Empirical likelihood for partial linear models

โœ Scribed by Qi-Hua Wang; Bing-Yi Jing

Book ID
110546168
Publisher
Springer Japan
Year
2003
Tongue
English
Weight
482 KB
Volume
55
Category
Article
ISSN
0020-3157

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๐Ÿ“œ SIMILAR VOLUMES

Empirical likelihood for partial linear
Empirical likelihood for partial linear models with fixed designs
โœ Qi-Hua Wang; Bing-Yi Jing ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 378 KB

The empirical likelihood method of Owen [Owen, A., 1988. Empirical likelihood ratio confidence intervals for single functional. Biometrika 75, 237-249], is extended to partial linear models with fixed designs in this paper. A nonparametric version of Wilks' theorem is derived. The result is then use

Empirical Likelihood for Partially Linea
Empirical Likelihood for Partially Linear Models
โœ Jian Shi; Tai-Shing Lau ๐Ÿ“‚ Article ๐Ÿ“… 2000 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 193 KB

In this paper, we consider the application of the empirical likelihood method to partially linear model. Unlike the usual cases, we first propose an approximation to the residual of the model to deal with the nonparametric part so that Owen's (1990) empirical likelihood approach can be applied. Then