Robust and efficient variable selection for semiparametric partially linear varying coefficient model based on modal regression

Weihua Zhao; Riquan Zhang; Jicai Liu; Yazhao Lv

doi:10.1007/s10463-013-0410-4

ScienceGate Book Chapters

JOURNAL ARTICLE

Robust and efficient variable selection for semiparametric partially linear varying coefficient model based on modal regression

Weihua Zhao Riquan Zhang Jicai Liu Yazhao Lv

Year: 2013 Journal: Annals of the Institute of Statistical Mathematics Vol: 66 (1)Pages: 165-191 Publisher: Springer Science+Business Media

DOI: 10.1007/s10463-013-0410-4

Get Full-Text PDF Get Analytical Report

Keywords:

Semiparametric regression Nonparametric statistics Parametric statistics Mathematics Nonparametric regression Robustness (evolution) Parametric model Model selection Monte Carlo method Semiparametric model Mathematical optimization Computer science Algorithm Statistics

Metrics

Cited By

6.81

FWCI (Field Weighted Citation Impact)

Refs

0.98

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Genetic and phenotypic traits in livestock

Life Sciences → Biochemistry, Genetics and Molecular Biology → Genetics

Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Robust and efficient variable selection for semiparametric partially linear varying coefficient model based on modal regression

Metrics

Citation History

Topics

Related Documents

Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression

Semiparametric partially linear varying coefficient modal regression

Variable selection for semiparametric varying coefficient partially linear model based on modal regression with missing data

Robust statistical inference for varying-coefficient partially linear instrumental variable model based on modal regression

Variable selection for semiparametric varying coefficient partially linear models