A consistent test of independence and goodness-of-fit in linear regression models

DOI10.1080/03610918.2020.1728316zbMath1497.62178OpenAlexW3009000881MaRDI QIDQ5867438

Qi Qing Yu, Rui-Qi Liu

Publication date: 14 September 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2020.1728316

zbMATH Keywords

semiparametric modelnonparametric testlinear regression modeldiagnostic plot

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20) Linear regression; mixed models (62J05) Diagnostics, and linear inference and regression (62J20)

Uses Software

• faraway
• gamair

Cites Work

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• An updated review of goodness-of-fit tests for regression models
• Nonparametric model checks for regression
• Asymptotic properties of a modified semi-parametric MLE in linear regression with right-censored data
• Testing independence and goodness-of-fit in linear models
• Generalized Partially Linear Single-Index Models
• Censored Regression Quantiles
• A Lack-of-Fit Test for Quantile Regression

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