Non parametric regression analysis for longitudinal data with time-depending autoregressive error process

DOI10.1080/03610926.2017.1377251OpenAlexW2756432012MaRDI QIDQ5154096

Shu Liu, Yin Hang

Publication date: 1 October 2021

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2017.1377251

zbMATH Keywords

local linear estimatorlongitudinal modeltwo-stage estimatortime-depending autoregressive error processwithin-subject correlation structure

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12)

Cites Work

• Large Sample Properties of Generalized Method of Moments Estimators
• Longitudinal data analysis using generalized linear models
• Improving generalised estimating equations using quadratic inference functions
• Estimation in a semiparametric partially linear errors-in-variables model
• Covariate adjusted functional principal components analysis for longitudinal data
• Efficient semiparametric regression for longitudinal data with nonparametric covariance estimation
• Semiparametric Longitudinal Model with Irregular Time autoregressive error process
• MULTIVARIATE LOCAL POLYNOMIAL REGRESSION FOR TIME SERIES:UNIFORM STRONG CONSISTENCY AND RATES
• Marginal Longitudinal Nonparametric Regression
• Nonparametric Function Estimation for Clustered Data When the Predictor is Measured without/with Error
• Nonparametric Estimation of Covariance Structure in Longitudinal Data
• Backfitting Random Varying-Coefficient Models with Time-Dependent Smoothing Covariates
• Semiparametric Mean–Covariance Regression Analysis for Longitudinal Data
• Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function
• Correlation and Marginal Longitudinal Kernel Nonparametric Regression
• Semiparametric Estimation of Covariance Matrixes for Longitudinal Data
• Conditional Functional Principal Components Analysis
• The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error
• Multivariate Local Polynomial Kernel Estimators: Leading Bias and Asymptotic Distribution

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