Regression Methods in Biostatistics Linear, Logistic, Survival, and Repeated Measures Models

Name: Regression Methods in Biostatistics Linear, Logistic, Survival, and Repeated Measures Models
Price: 6.18 USD
Availability: InStock
ISBN: 9780387202754

ISBN-10: 0387202757

ISBN-13: 9780387202754

Edition: 2007

Authors: Eric Vittinghoff, Charles E. McCulloch, David Glidden, Stephen C. Shiboski, University of California Staff

List price: $129.00

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Description:

This new book provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics: linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, repeated-measures models for longitudinal and hierarchical outcomes, and generalized linear models for counts and other outcomes.Treating these topics together takes advantage of all they have in common. The authors point out the many-shared elements in the methods they present for selecting, estimating, checking, and interpreting each of these models. They also show that these regression methods deal with confounding,…

Book details

List price: $129.00
Copyright year: 2007
Publisher: Springer
Binding: Hardcover
Pages: 344
Size: 6.00" wide x 7.25" long x 1.25" tall
Weight: 1.298
Language: English



Introduction


Exploratory and Descriptive Methods


Basic Statistical Methods


Linear Regression


Predictor Selection


Logistic Regression


Survival Analysis


Repeated Measures Analysis


Generalized Linear Models


Complex Surveys


Summary.