Main Title |
Methods and applications of linear models : regression and the analysis of variance / |
Author |
Hocking, R. R.
|
Publisher |
Wiley, |
Year Published |
1996 |
OCLC Number |
33898038 |
ISBN |
047159282X; 9780471592822 |
Subjects |
Regression analysis ;
Analysis of variance ;
Linear models (Statistics) ;
Méthodes statistiques ;
Analyse statistique ;
Lineaire modellen ;
Variantieanalyse ;
Regressieanalyse ;
Lineares Modell ;
Analise de regressao e de correlacao ;
Estatistica ;
Analyse de régression ;
Analyse de variance ;
Modèles linéaires (statistique) ;
Optimisation mathématique ;
Statistique--Tables
|
Internet Access |
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Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EKCM |
QA278.2.H63 1996 |
|
CEMM/GEMMD Library/Gulf Breeze,FL |
06/20/1997 |
|
Collation |
xxii, 731 pages : illustrations ; 24 cm. |
Notes |
"A Wiley-Interscience publication." Includes bibliographical references (pages 713-726) and index. |
Contents Notes |
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. |