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Bayesian methods for repeated measures

By: Broemeling, Lyle D.
Series: Chapman & Hall/CRC Biostatistics Series. Publisher: Boca Raton CRC Press 2016Description: xv, 552 p.ISBN: 9781482248197.Subject(s): Bayesian statistical decision theory | Mathematical analysisDDC classification: 519.542 Summary: Going beyond standard non-Bayesian books, Bayesian Methods for Repeated Measures presents the main ideas for the analysis of repeated measures and associated designs from a Bayesian viewpoint. It describes many inferential methods for analyzing repeated measures in various scientific areas, especially biostatistics. https://www.crcpress.com/Analysis-of-Capture-Recapture-Data/McCrea-Morgan/9781482248197
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Table of Contents

1.Introduction to the Analysis of Repeated Measures

2.Review of Bayesian Regression Methods

3.Foundation and Preliminary Concepts

4.Linear Models for Repeated Measures and Bayesian Inference

5.Estimating the Mean Profile of Repeated Measures

6.Correlation Patterns for Repeated Measures

7.General Mixed Linear Model

8.Repeated Measures for Categorical Data

9.Nonlinear Models and Repeated Measures

10.Bayesian Techniques for Missing Data


Going beyond standard non-Bayesian books, Bayesian Methods for Repeated Measures presents the main ideas for the analysis of repeated measures and associated designs from a Bayesian viewpoint. It describes many inferential methods for analyzing repeated measures in various scientific areas, especially biostatistics.

https://www.crcpress.com/Analysis-of-Capture-Recapture-Data/McCrea-Morgan/9781482248197

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