Testing for constant nonparametric effects in general semiparametric regression models with interactions

DOI10.1016/j.spl.2010.11.002zbMath1217.62056OpenAlexW2009213482WikidataQ35072958 ScholiaQ35072958MaRDI QIDQ544592

Jiawei Wei, Arnab Maity, Raymond J. Carroll

Publication date: 15 June 2011

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3124863

zbMATH Keywords

generalized likelihood ratiofunction estimationpartially linear logistic model

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items

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Uses Software

• SemiPar

Cites Work

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• Profile likelihood inferences on semiparametric varying-coefficient partially linear models
• Bootstrap confidence bands for regression curves and their derivatives
• Generalized likelihood ratio statistics and Wilks phenomenon
• SIMEX and standard error estimation in semiparametric measurement error models
• Testing in Semiparametric Models with Interaction, with Applications to Gene–Environment Interactions
• Semiparametric Regression
• An asymptotic theory for model selection inference in general semiparametric problems
• Nonparametric Inferences for Additive Models