Varying coefficient model for modeling diffusion tensors along white matter tracts

DOI10.1214/12-AOAS574zbMath1454.62425arXiv1304.4439OpenAlexW2069372767WikidataQ37580298 ScholiaQ37580298MaRDI QIDQ1951522

Martin Styner, Ying Yuan, John H. Gilmore, James Stephen Marron, Hong-Tu Zhu

Publication date: 6 June 2013

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1304.4439

zbMATH Keywords

confidence banddiffusion tensor imagingvarying coefficient modelglobal test statisticsymmetric positive matrixlog-Euclidean metric

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Estimation in multivariate analysis (62H12) Asymptotic properties of nonparametric inference (62G20) Functional data analysis (62R10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Image analysis in multivariate analysis (62H35)

Related Items

Concurrent object regression, Semiparametric quantile estimation for varying coefficient partially linear measurement errors models

Uses Software

• fda (R)
• KernSmooth

Cites Work

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• Nonparametric Regression Methods for Longitudinal Data Analysis