計量生物学
Online ISSN : 2185-6494
Print ISSN : 0918-4430
ISSN-L : 0918-4430
原著
Estimation of mean functions in semiparametric analysis of longitudinal studies
Satoshi Hattori
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ジャーナル フリー

2005 年 26 巻 1 号 p. 3-14

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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.

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© 2005 The Biometric Society of Japan
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