Regression analysis provides 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, Third Edition explains the principles underlying exploratory data analysis, emphasizing data analysis rather than statistical theory. This is not just another edition of the book; it is a major rewriting and reorganization of the previous edition. The new edition is expanded and updated to reflect recent advances in the field, offering in-depth treatment of diagnostic plots, time series regression, multicollinearity, and logistic regression. Suitable for anyone with an understanding of elementary statistics, Regression Analysis by Example, Third Edition illustrates methods of regression analysis, with examples containing the types of irregularities commonly encountered in the real world. 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.
Each of the methods described can be carried out with most currently available statistical software packages.
- ISBN10 0471319465
- ISBN13 9780471319467
- Publish Date 29 November 1999 (first published 19 October 1977)
- Publish Status Out of Stock
- Out of Print 8 October 2008
- Publish Country US
- Imprint John Wiley & Sons Inc
- Edition 3rd Revised edition
- Format Hardcover
- Pages 384
- Language English