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Bayesian Methods for Repeated Measures (Hardcover)
Loot Price: R3,878
Discovery Miles 38 780
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Bayesian Methods for Repeated Measures (Hardcover)
Series: Chapman & Hall/CRC Biostatistics Series
Expected to ship within 12 - 17 working days
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Total price: R3,898
Discovery Miles: 38 980
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Analyze Repeated Measures Studies Using Bayesian Techniques 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. The author
takes a practical approach to the analysis of repeated measures. He
bases all the computing and analysis on the WinBUGS package, which
provides readers with a platform that efficiently uses prior
information. The book includes the WinBUGS code needed to implement
posterior analysis and offers the code for download online.
Accessible to both graduate students in statistics and consulting
statisticians, the book introduces Bayesian regression techniques,
preliminary concepts and techniques fundamental to the analysis of
repeated measures, and the most important topic for repeated
measures studies: linear models. It presents an in-depth
explanation of estimating the mean profile for repeated measures
studies, discusses choosing and estimating the covariance structure
of the response, and expands the representation of a repeated
measure to general mixed linear models. The author also explains
the Bayesian analysis of categorical response data in a repeated
measures study, Bayesian analysis for repeated measures when the
mean profile is nonlinear, and a Bayesian approach to missing
values in the response variable.
General
Imprint: |
Apple Academic Press Inc.
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Country of origin: |
Canada |
Series: |
Chapman & Hall/CRC Biostatistics Series |
Release date: |
August 2015 |
First published: |
2016 |
Authors: |
Lyle D. Broemeling
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Dimensions: |
234 x 156 x 36mm (L x W x T) |
Format: |
Hardcover
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Pages: |
568 |
ISBN-13: |
978-1-4822-4819-7 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
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LSN: |
1-4822-4819-0 |
Barcode: |
9781482248197 |
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