Estimation of mean functions in semiparametric analysis of longitudinal studies

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概要

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• Cheng and Wei (2000) proposed a simple inference procedure to estimate regression coefficients of a semiparametric model for repeated measurements observed at irregularly spaced time points. This article provides an inference procedure to estimate baseline mean functions. Based on this procedure, a way to estimate mean functions of a subject with specific covariate information is provided. A way to construct point-wise confidence bands is also proposed. Our proposal is illustrated with a dataset from a clinical trial.

• 日本計量生物学会の論文
• 2005-07-31

著者

• Hattori Satoshi

  The Biostatistics Center Kurume University

関連論文

• Estimation of mean functions in semiparametric analysis of longitudinal studies
• Inference for the varying-coefficient proportional rate model

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