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Bayesian methods for repeated measures

By: Series: Chapman & Hall/CRC Biostatistics SeriesPublication details: Boca Raton CRC Press 2016Description: xv, 552 pISBN:
  • 9781482248197
Subject(s): DDC classification:
  • 519.542 B7B2
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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Item type Current library Item location Collection Shelving location Call number Status Date due Barcode
Books Vikram Sarabhai Library Rack 33-A / Slot 1675 (2nd Floor, East Wing) Non-fiction General Stacks 519.542 B7B2 (Browse shelf(Opens below)) Available 190980

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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