Semiparametric Mixed Model for Longitudinal Image Data

DOI10.1080/01966324.2008.10737727zbMath1175.62039OpenAlexW2062324013WikidataQ58117294 ScholiaQ58117294MaRDI QIDQ5324070

Xiao-Feng Wang

Publication date: 3 August 2009

Published in: American Journal of Mathematical and Management Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01966324.2008.10737727

zbMATH Keywords

semiparametric regressionKarhunen-Loeve expansionpenalized splinestationary Gaussian fieldlongitudinal image data

Mathematics Subject Classification ID

Random fields; image analysis (62M40) Nonparametric regression and quantile regression (62G08) Biomedical imaging and signal processing (92C55)

Uses Software

• gss
• SemiPar

Cites Work

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• Interpolation of spatial data. Some theory for kriging
• Smoothing methods in statistics
• Statistical Methods for the Analysis of Repeated Measurements
• Semiparametric Regression
• A Correspondence Between Bayesian Estimation on Stochastic Processes and Smoothing by Splines
• Smoothing spline ANOVA models

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