Local and Omnibus Goodness-of-Fit Tests in Classical Measurement Error Models

DOI10.1111/j.1467-9868.2010.00751.xzbMath1411.62192OpenAlexW2145926977WikidataQ34580501 ScholiaQ34580501MaRDI QIDQ4632653

Ryan Janicki, Jeffrey D. Hart, Yanyuan Ma, Raymond J. Carroll

Publication date: 30 April 2019

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3040518

zbMATH Keywords

semiparametric modelsgoodness-of-fit testsefficient estimationlocal alternativesmeasurement errorerrors in variablesefficient testingscore testing

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (6)

Testing structural change in partially linear single-index models with error-prone linear covariates ⋮ Consistent model check of errors-in-variables varying-coefficient model with auxiliary variable ⋮ Goodness-of-fit test for partial functional linear model with errors in scalar covariates ⋮ Data-driven model checking for errors-in-variables varying-coefficient models with replicate measurements ⋮ SPECIFICATION TESTING FOR ERRORS-IN-VARIABLES MODELS ⋮ Improved statistical inference on semiparametric varying-coefficient partially linear measurement error model

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