Functional Linear Regression Model for Nonignorable Missing Scalar Responses

DOI10.5705/ss.202016.0350zbMath1406.62140OpenAlexW2606277016WikidataQ57820676 ScholiaQ57820676MaRDI QIDQ4558447

Alzheimer's Disease Neuroimaging Initiative, Feng-Chang Xie, Joseph G. Ibrahim, Teng-fei Li, Xiang-Nan Feng, Hong-Tu Zhu

Publication date: 22 November 2018

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.5705/ss.202016.0350

zbMATH Keywords

exponential tiltingestimating equationfunctional datanonignorable missing datatuning parametersimaging data

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)

Related Items (4)

Functional linear model with partially observed covariate and missing values in the response ⋮ Joint Modeling of Longitudinal Imaging and Survival Data ⋮ Estimation and inference in partially functional linear regression with multiple functional covariates ⋮ Bayesian Scalar on Image Regression With Nonignorable Nonresponse

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