Statistical Modeling for Biomedical Researchers A Simple Introduction to the Analysis of Complex Data

Name: Statistical Modeling for Biomedical Researchers A Simple Introduction to the Analysis of Complex Data
Price: 15.91 USD
Availability: InStock
ISBN: 9780521614801

ISBN-10: 0521614805

ISBN-13: 9780521614801

Edition: 2nd 2009 (Revised)

Authors: William D. Dupont

List price: $89.99

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Description:

For biomedical researchers, the new edition of this standard text guides readers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory background in statistics. The Stata statistical software package is used to perform the analyses, in this edition employing the intuitive version 10. Topics covered include linear, logistic and Poisson regression, survival analysis, fixed-effects analysis of variance, and repeated-measure analysis of variance. Restricted cubic splines are used to model non-linear relationships. Each method…

Book details

List price: $89.99
Edition: 2nd
Copyright year: 2009
Publisher: Cambridge University Press
Publication date: 2/12/2009
Binding: Paperback
Pages: 540
Size: 6.75" wide x 9.50" long x 1.00" tall
Weight: 2.332
Language: English



Preface



Introduction



Simple linear regression



Multiple linear regression



Simple logistic regression



Multiple logistic regression



Introduction to survival analysis



Hazard regression analysis



Introduction to Poisson regression



Multiple Poisson regression



Fixed effects analysis of variance



Repeated-measures analysis of variance



Summary of statistical models discussed in this text



Summary of Stata commands used in this text


References