Asymptotic properties in semiparametric partially linear regression models for functional data

DOI10.1007/s10255-013-0240-4zbMath1283.62090OpenAlexW2125819616MaRDI QIDQ385212

Tao Zhang

Publication date: 2 December 2013

Published in: Acta Mathematicae Applicatae Sinica. English Series (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10255-013-0240-4

zbMATH Keywords

longitudinal dataasymptotic properties

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Linear regression; mixed models (62J05)

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data
• Asymptotic theory of nonlinear least squares estimation
• Partial functional linear regression
• Functional data analysis.
• Semi-functional partial linear regression
• Nonparametric functional data analysis. Theory and practice.
• Semiparametric Regression for Clustered Data Using Generalized Estimating Equations
• Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters
• New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis

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