Lyle D. Broemeling

Bayesian Methods for Repeated Measures (eBook, PDF)

• Format: PDF

Produktbeschreibung

Analyze Repeated Measures Studies Using Bayesian TechniquesGoing 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,

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 568
• Erscheinungstermin: 4. August 2015
• Englisch
• ISBN-13: 9781482248203
• Artikelnr.: 43977344

Autorenporträt

Lyle D. Broemeling has 30 years of experience as a biostatistician. He has been a professor at the University of Texas Medical Branch at Galveston, the University of Texas School of Public Health at Houston, and the University of Texas MD Anderson Cancer Center. He is also the author of several books, including Bayesian Methods in Epidemiology. His research interests include the analysis of repeated measures and Bayesian methods for assessing medical test accuracy and inter-rater agreement.

Inhaltsangabe

Introduction to the Analysis of Repeated Measures. Review of Bayesian
Regression Methods. Foundation and Preliminary Concepts. Linear Models for
Repeated Measures and Bayesian Inference. Estimating the Mean Profile of
Repeated Measures. Correlation Patterns for Repeated Measures. General
Linear Mixed Model. Repeated Measures for Categorical Data. Nonlinear
Models and Repeated Measures. Bayesian Techniques for Missing Data.