Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models (Statistics for Biology and Health)
ISBN-13:
9781441919052
ISBN-10:
1441919058
Author:
Charles E. McCulloch, Eric Vittinghoff, David Glidden, Steve Shiboski
Publication date:
2010
Publisher:
Springer
Format:
Paperback
360 pages
FREE US shipping
Book details
ISBN-13:
9781441919052
ISBN-10:
1441919058
Author:
Charles E. McCulloch, Eric Vittinghoff, David Glidden, Steve Shiboski
Publication date:
2010
Publisher:
Springer
Format:
Paperback
360 pages
Summary
Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models (Statistics for Biology and Health) (ISBN-13: 9781441919052 and ISBN-10: 1441919058), written by authors
Charles E. McCulloch, Eric Vittinghoff, David Glidden, Steve Shiboski, was published by Springer in 2010.
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Description
Here is a unified, readable introduction to multipredictor regression methods in biostatistics, including linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, and generalized linear models for counts and other outcomes. The authors describe shared elements in methods for selecting, estimating, checking, and interpreting each model, and show that these regression methods deal with confounding, mediation, and interaction of causal effects in essentially the same way.
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