Regression analysis by example.
Material type:
- 9780470905845 (hardback)
- 519.536 CHA
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|---|
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Main Library Reference | Reference | 519.536 CHA (Browse shelf(Opens below)) | Available | 015755 |
Includes index.
Simple linear regression --
Multiple linear regression --
Regression diagnostics: detection of model violations --
Qualitative variables as predictors --
Transformation of variables --
Weighted least squares --
The problem of correlated errors --
Analysis of collinear data --
Working with collinear data --
Variable seleation procedures --
Logistic regression --
Further topics.
"This Fifth 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 coverage offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. 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"--
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