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Author Hocking, R. R. (Ronald R.), 1932-

Title Methods and applications of linear models : regression and the analysis of variance / Ronald R. Hocking
Published New York : Wiley, [1996]


Location Call no. Vol. Availability
Description xxii, 731 pages : illustrations ; 24 cm
Series Wiley series in probability and statistics
Wiley series in probability and statistics., Applied probability and statistics
Wiley series in probability and statistics.
Wiley series in probability and statistics. Applied probability and statistics.
Contents 1. Introduction to Linear Models -- 2. The Distribution of Linear and Quadratic Forms -- 3. Estimation and Inference in Simple Linear Models -- 4. Simultaneous Inference: Tests and Confidence Intervals -- 5. Regression on Functions of One Variable -- 6. Transforming the Data and Miscellaneous Topics -- 7. Regression on Functions of Several Variables -- 8. Collinearity in Multiple Linear Regression -- 9. Influential Observations in Multiple Linear Regression -- 10. Polynomial Models and Models with Qualitative Predictors -- 11. Related Topics -- 12. Fixed Effects Models: I. Single-Factor Classification of Means -- 13. Fixed Effects Models: II. Two-Way Cross-Classification -- 14. Fixed Effects Models: III. Nested Factors and General Structure -- 15. Mixed Effects Models: I. The AOV with Balanced Data -- 16. Mixed Effects Models: II. The AVE Method -- 17. Mixed Effects Models: III. Unbalanced Data -- Appendix A Mathematical Facts -- Appendix B Statistical Facts
Appendix C Statistical Tables -- Appendix D Data for Examples and Exercises
Analysis Statistical analysis
Notes "A Wiley-Interscience publication."
Bibliography Includes bibliographical references (pages 713-726) and index
Subject Analysis of variance.
Linear models (Statistics)
Regression analysis.
LC no. 95048052
ISBN 047159282X (acid-free paper)