Regression Analysis by Example (Google eBook)

Front Cover
John Wiley & Sons, Oct 20, 2006 - Mathematics - 416 pages
2 Reviews
The essentials of regression analysis through practical applications

Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgement. Regression Analysis by Example, Fourth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression.

This new edition features the following enhancements:

  • Chapter 12, Logistic Regression, is expanded to reflect the increased use of the logit models in statistical analysis

  • A new chapter entitled Further Topics discusses advanced areas of regression analysis

  • Reorganized, expanded, and upgraded exercises appear at the end of each chapter

  • A fully integrated Web page provides data sets

  • Numerous graphical displays highlight the significance of visual appeal

    Regression Analysis by Example, Fourth Edition is suitable for anyone with an understanding of elementary statistics. Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique. The methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R.

    An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.
  •   

    What people are saying - Write a review

    User Review - Flag as inappropriate

    Looks good. Realistically grapples with outliers, violations of assumptions, and other thorny issues.

    Review: Regression Analysis by Example (Wiley Series in Probability and Statistics)

    User Review  - Mills College Library - Goodreads

    519.536 C4954 2012 Read full review

    Related books

    Other editions - View all

    Common terms and phrases

    References to this book

    All Book Search results »

    References from web pages

    Stata Bookstore: Regression Analysis by Example, 4th Edition
    Regression Analysis by Example, Fourth Edition, by Samprit Chatterjee and Ali S. Hadi, focuses on data analysis rather than on a formal development of ...
    www.stata.com/ bookstore/ rabe.html

    Regression Analysis by Example by Chatterjee, Hadi and Price ...
    Regression Analysis by Example by Chatterjee, Hadi and Price Chapter 10: Biased Estimation of Regression Coefficients. Inputting the French Economy data, p. ...
    www.ats.ucla.edu/ STAT/ sas/ examples/ chp/ chp_ch10.htm

    JSTOR: Regression Analysis by Example
    Regression Analysis by Example S. Chatterjee and B. Price Gerald J. Hahn Analyzing Qualitative/Categorical Data la Goodman J. Edward Jackson Nonparametrics: ...
    links.jstor.org/ sici?sici=0040-1706(197905)21%3A2%3C271%3ARABE%3E2.0.CO%3B2-B

    Regression Analysis by Example
    Regression Analysis by Example. Fourth Edition. SAMPRIT CHATTEFUEE. Department of Health Policy. Mount Sinai School of Medicine. New York, ...
    doi.wiley.com/ 10.1002/ 0470055464.fmatter

    Regression Analysis By Example--3rd Edition
    Regression Analysis by Example, Third Edition explains the principles underlying exploratory data anlysis, emphasizing data anlysis rather than statistical ...
    www.statistics.com/ resources/ books/ printed/ regress/ Chatterjee.php3

    Regression Analysis by Example. | Science & Technology ...
    Regression Analysis by Example (3rd ed.), by Samprit CHATTERJEE, Ali S. HADI, and Bertram PRICE, New York: Wiley, 2000, ISBN 0-471-31946-5, xv + 360 pp., ...
    www.allbusiness.com/ technology/ 808048-1.html

    ingentaconnect Regression Analysis by Example (4th ed.), by ...
    Regression Analysis by Example (4th ed.), by Samprit Chatterjee and Ali S. Hadi. Source: Technometrics, Volume 49, Number 2, May 2007 , pp. 232-232(1) ...
    www.ingentaconnect.com/ content/ asa/ tech/ 2007/ 00000049/ 00000002/ art00035;jsessionid=2mjgm0emm2cgv.alexandra?format=print

    Math 30 Course Topics
    Applied Linear Regression, 1st ed., Weisberg, p.139, 1980. Advertising Revenue Regression Analysis By Example, Chatterjee & Price, 2nd ed 1991, pg 257 ...
    www.dartmouth.edu/ ~matc/ math30/ CourseTopics.html

    livre regression analysis by example, 3rd ed 2000, 3 ordm cycle ...
    livre 3 ordm cycle et maths appliquees : ression analysis provides a conceptually simple method for investigating relationships among variables. carrying ...
    www.lavoisier.fr/ notice/ fr084130.html

    B8899 * Applied Regression Analysis * Professor Juran
    Sampit Chatterjee, Ali S. Hadi and Bertram Price Regression Analysis by Example, 3rd edition (Wiley 2006) ISBN 978-0471746966 ...
    www.columbia.edu/ ~dj114/ 8899desc.htm

    About the author (2006)

    SAMPRIT CHATTERJEE, PHD, is Professor of Health Policy at Mount Sinai School of Medicine. He is also Professor Emeritus of Statistics at New York University. A well-known research scientist and Fulbright scholar, Dr. Chatterjee has co-authored Sensitivity Analysis in Linear Regression (with Dr. Hadi) and A Casebook for a First Course in Statistics and Data Analysis, both published by Wiley.

    ALI S. HADI, PHD, is Vice Provost and Professor of Mathematical, Statistical, and Computing Sciences at The American University in Cairo. He is also a Stephen H. Weiss Presidential Fellow and Professor Emeritus at Cornell University. Dr. Hadi is the author/co-author of four other books, a Fellow of the American Statistical Association, and an elected member of the International Statistical Institute.

    Bibliographic information