A goodness-of-fit test for a varying-coefficients model in longitudinal studies

DOI10.1080/10485250902721806zbMath1161.62023OpenAlexW1985535417MaRDI QIDQ3627955

Li Xing Zhu, Wang-li Xu

Publication date: 19 May 2009

Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10485250902721806

zbMATH Keywords

empirical processMonte Carlo approximationAIDS datavarying-coefficient longitudinal model

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Order statistics; empirical distribution functions (62G30) Monte Carlo methods (65C05)

Related Items (3)

Nonparametric checks for varying coefficient models with missing response at random ⋮ Testing the adequacy of varying coefficient models with missing responses at random ⋮ Semiparametric empirical likelihood tests in varying coefficient partially linear models with repeated measurements

Cites Work

• Goodness-of-fit testing for varying-coefficient models
• Comparing nonparametric versus parametric regression fits
• Nonparametric model checks for regression
• Statistical estimation in varying coefficient models
• Heteroscedasticity checks for regression models
• Model checks for regression: an innovation process approach
• Nonparametric Monte Carlo tests and their applications.
• Nonparametric checks for single-index models
• Simultaneous Confidence Bands and Hypothesis Testing in Varying-coefficient Models
• Nonparametric Monte Carlo tests for multivariate distributions
• Nonparametric smoothing estimates of time-varying coefficient models with longitudinal data
• Generalized Partially Linear Single-Index Models
• Smoothing Spline Estimation for Varying Coefficient Models With Repeatedly Measured Dependent Variables
• Model Checks for Generalized Linear Models
• Asymptotic Confidence Regions for Kernel Smoothing of a Varying-Coefficient Model with Longitudinal Data
• Efficient Estimation and Inferences for Varying-Coefficient Models
• Varying-coefficient models and basis function approximations for the analysis of repeated measurements
• Backfitting Random Varying-Coefficient Models with Time-Dependent Smoothing Covariates
• Asymptotic Properties of Non-Linear Least Squares Estimators

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