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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
 
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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences [Hardcover]

Jacob Cohen (Author), Patricia Cohen (Author), Stephen G. West (Author), Leona S. Aiken (Author)
4.0 out of 5 stars  See all reviews (8 customer reviews)

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Book Description

August 1, 2002 0805822232 978-0805822236 Third

This classic text on multiple regression is noted for its nonmathematical, applied, and data-analytic approach. Readers profit from its verbal-conceptual exposition and frequent use of examples.

The applied emphasis provides clear illustrations of the principles and provides worked examples of the types of applications that are possible. Researchers learn how to specify regression models that directly address their research questions. An overview of the fundamental ideas of multiple regression and a review of bivariate correlation and regression and other elementary statistical concepts provide a strong foundation for understanding the rest of the text. The third edition features an increased emphasis on graphics and the use of confidence intervals and effect size measures, and an accompanying website with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT, at www.psypress.com/9780805822236 . 

Applied Multiple Regression serves as both a textbook for graduate students and as a reference tool for researchers in psychology, education, health sciences, communications, business, sociology, political science, anthropology, and economics. An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.


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Editorial Reviews

Review

"...anyone with an interest in or need to carry out MR will find it invaluable." - British Journal of Mathematical and Statistical Psychology

"I can't see how a practicing research psychologist could be without a copy." - Dr. Steven P. Reise, University of California at Los Angeles

"Overall we think the book successfully reflects more contemporary issues, thinking, and advances in multiple regression and correlation....The general style and format, consistent with the previous editions, is understandable while still retaining depth and comprehensiveness." - Drs. Lynda A. and Daniel W. King, Boston University School of Medicine

"I think VERY highly of this revision....The chapter on regression diagnostics and graphics (Ch. 4) is a wonderful addition. Also, the emphasis on confidence intervals is great, as is the extensive discussion on logistic regression." - Dr. William F. Chaplin, University of Alabama, Tuscaloosa

"I have always felt that the book's major strength was its ability to blend careful, thoughtful explanation with a relatively non-technical exposition....I am happy to say that in my opinion this edition retains and furthermore expands upon this strength." - Dr. Harry Reis, University of Rochester


Product Details

  • Hardcover: 736 pages
  • Publisher: Routledge Academic; Third edition (August 1, 2002)
  • Language: English
  • ISBN-10: 0805822232
  • ISBN-13: 978-0805822236
  • Product Dimensions: 10.1 x 7.3 x 1.7 inches
  • Shipping Weight: 3.2 pounds (View shipping rates and policies)
  • Average Customer Review: 4.0 out of 5 stars  See all reviews (8 customer reviews)
  • Amazon Best Sellers Rank: #46,563 in Books (See Top 100 in Books)

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8 Reviews
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2 of 2 people found the following review helpful:
5.0 out of 5 stars The primary textbook I consult for regression work, September 5, 2011
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This review is from: Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences (Hardcover)
This is one of the best applied statistics books I've come across. It's particularly good in its coverage of continuous by continuous variable interactions in regression as well as considering basic issues of hypothesis testing in multivariate regression. I also appreciate its discussion of historical traditions which have lead some fields to be more dependent upon regression and some more ANOVA. I haven't seen one other text that comes even close.

It can be a little difficult to connect with contemporary statistics software (e.g. Stata) and terminology at times. For example, they refer to a technique called Fisher's Protected Least Square Difference Test, which I believe to be the same a joint significance in more common regression parlance, but it is hard to confirm. These type of problems are to be expected with different fields using different terms.

One negative reviewer complains that this book is difficult. This depends on what kind of text one is comparing it to. For the deep level of very useful information that it covers, it is the most readable text I've encountered.
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5.0 out of 5 stars Good one to have on the shelf., March 21, 2010
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James Beck (Minneapolis, MN) - See all my reviews
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This review is from: Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences (Hardcover)
I bought this book as a reference, so I haven't read everything in it. However, it is an extremely useful book to have on the shelf. I bought it because I had borrowed it from my advisor at least 3 times in the last six months. I recommend this book for anyone who uses the general linear model on a regular basis.
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5.0 out of 5 stars Excellent for practicing social scientists, October 27, 2009
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This review is from: Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences (Hardcover)
This is an excellent book for social scientists that run regressions. The book's focus in practical and has good discussions on violation of regression assumptions. This edition is actually an updated combination of a book by Cohen & Cohen's and a book by Aiken & West. The latter book has been heavily cited for its discussion of moderation analysis. I would complement this book with Wooldridge's excellent Introductory Econometrics: A Modern Approach (with Economic Applications, Data Sets, Student Solutions Manual Printed Access Card), which covers similar ground but with an economics focus.
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