NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
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Electronic
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
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Includes bibliographical references and index.
CONTENTS NOTE
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This textbook focuses on the practice of regression and analysis of variance. Readers will learn which methods are available and the various situations in which they can be applied.
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1. Introduction -- 2. Estimation -- 3. Inference -- 4. Diagnostics -- 5. Problems with the predictors -- 6. Problems with the error -- 7. Transformation -- 8. Variable selection -- 9. Shrinkage methods -- 10. Statistical strategy and model uncertainty -- 11. Insurance redlining - a complete example -- 12. Missing data -- 13. Analysis of covariance -- 14. One-way analysis of variance -- 15. Factorial designs -- 16. Block designs -- A. R installation, functions and data -- B. Quick introduction to R.