Nonparametric estimation of mean and covariance structures for longitudinal data

DOI10.1002/cjs.11189zbMath1281.62100OpenAlexW2162166782MaRDI QIDQ2870709

Huazhen Lin, Jian-Xin Pan

Publication date: 21 January 2014

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

Full work available at URL: https://doi.org/10.1002/cjs.11189

zbMATH Keywords

modified Cholesky decompositionsingle index modelsmodified local linear smoothing methodnonparametric mean-covariance models

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Analysis of variance and covariance (ANOVA) (62J10)

Related Items

Efficient estimation and computation of parameters and nonparametric functions in generalized semi/non-parametric regression models, Analysis of longitudinal data with semiparametric varying-coefficient mean-covariance models, Estimation of semi-varying coefficient models for longitudinal data with irregular error structure

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