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Statistical Modeling for Biomedical Researchers: A Simple Introduction to the Analysis of Complex Data (Cambridge Medicine),   ISBN:9780521614801

     
  Statistical Modeling for Biomedical Researchers: A Simple Introduction to the Analysis of Complex Data (Cambridge Medicine)

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Binding: Paperback
Release Date: February 2009
Edition: 2
List Price: $63.00

Average Customer Rating:
Score = 4.0 Score = 4.0 Score = 4.0 Score = 4.0 Score = 4.0

ISBN-13: 9780521614801
ISBN-10: 0521614805
Author: William D. Dupont
Publisher: Cambridge University Press
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Summaries and Customer Reviews are supplied by Amazon.com

Summary:

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 is introduced in its simplest form and then extended to cover more complex situations. An appendix will help the reader select the most appropriate statistical methods for their data. The text makes extensive use of real data sets available online through Vanderbilt University.

Customer Reviews:

Average Customer Rating: Score = 4.0 Score = 4.0 Score = 4.0 Score = 4.0 Score = 4.0

A statistical modeling text that is both clear and throrough.
Customer Rating:  Score = 5 Score = 5 Score = 5 Score = 5 Score = 5

This text is especially valuable because it is written in clear and concise language. It thus serves the needs of the biostatistical community while remaining accessible to the non-biostatistician. The latter is what is so often lacking in textbooks in this discipline. The new 2009 edition builds on and adds to the strengths of the first. As a clinical investigator, I turn to this first when I have a complex data issue that I need clarification about.

Practical Introduction to Stata
Customer Rating:  Score = 4 Score = 4 Score = 4 Score = 4 Score = 4

This is a highly recommended book if you are trying to use Stata in biomedical research. This covers most of the standard procedures (t-tests, linear regression, multiple comparisons, logistic and other contingency table methods, Cox PH, Poisson (log-linear), GEE) and a reasonable amount of noncalculus statistical formula derivation to show what goes on inside the box. ANOVA is relegated to the back of the book, because in the author's opinion, the amount of control needed to pull off these studies is not normally feasible and GLM can cover the same ground. There isn't any other book that addresses GEE as comprehensively as this book. The Vittinghoff book is also recommended as a companion piece to give a more in-depth approach to regression topics.

Good guide
Customer Rating:  Score = 4 Score = 4 Score = 4 Score = 4 Score = 4

If you are working with Stata this book will be a good help to understand the basic concepts of the multivarite analysis.

Accessible Intermediate Text
Customer Rating:  Score = 4 Score = 4 Score = 4 Score = 4 Score = 4

Dupont's "Statistical Modeling for Biomedical Researchers" is an accessible, straightforward, easy-to-read text for students and/or researchers w/ some elementary background in biostatistics. As previous reviewers have indicated, this is largely a problem-based text, so for those of you who seek a detailed theoretical explanation of the tools presented therein, you may want to look elsewhere. A major advantage, however, is Dupont's presentation of how to run the respective analyses using the statistical software package, Stata, although it should be noted that the syntax presented is for version 7 of Stata -- not version 8. Parenthetically, all of the code -- w/ the exception of the graphing commands -- are essentially the same between versions. In short, this text is a good introduction to some of the techniques typically not discussed in an elementary biostatistics course, although the book is best characterized as an invaluable adjunct to more theoretical, comprehensive biostatistics textbooks.

Very useful during statistics class
Customer Rating:  Score = 4 Score = 4 Score = 4 Score = 4 Score = 4

I used this book as the text for a biostatistics class that used STATA as the statistitical package. I found the organization, problems, and the STATA output the book provides, all very helpful. In addition, as I moved systematically through the book, the tips regarding using the STATA features were key to my learning many of the practical aspects of the STATA program.

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