Regression Diagnostics
Dr. John David Fox Jr. · 2020
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About the book
accessible explanation of the techniques needed for exploring problems that compromise a regression analysis and for determining whether certain assumptions appear reasonable. The book covers such topics as the problem of collinearity in multiple regression, dealing with outlying and influential data, non-normality of errors, non-constant error variance and the problems and opportunities presented by discrete data. In addition, sophisticated diagnostics based on maximum-likelihood methods, scores tests, and constructed variables are introduced.
Book details
- Year
- 2020
- Language
- English
- Series
- Quantitative applications in the social sciences ; 79
- Publisher
- SAGE Publications, Incorporated
- Editions
- 1
- Pages
- 168
- ISBN
- 9781544375229
Data source: Wikidata