Regression analysis by example /
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Author / Creator: | Chatterjee, Samprit, 1938- |
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Edition: | 2nd ed. |
Imprint: | New York : Wiley, c1991. |
Description: | xvii, 278 p. : ill. ; 24 cm. |
Language: | English |
Series: | Wiley series in probability and mathematical statistics. Applied probability and statistics |
Subject: | |
Format: | Print Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/1265921 |
Table of Contents:
- Preface
- 1. Introduction
- 2. Simple Linear regression
- 3. Multiple Linear Regression
- 4. Regression Diagnostics: Detection of Model Violations
- 5. Qualitative Variables as Predictors
- 6. Transformation of Variables
- 7. Weighted Least Squar45es
- 8. The Problem of Correlated Errors
- 9. Analysis of Collinear Data
- 10. Biased Estimation of Regression Coefficients
- 11. Variable Selection Procedures
- 12. Logistic Regression
- 13. Further Topics
- Appendix A. Statistical Tables
- References
- Index