Research Catalog

Title

Methods and applications of linear models : regression and the analysis of variance / Ronald R. Hocking.

Author

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

Publication

Hoboken, N.J. : Wiley-Interscience, c2003.

Items in the Library & Off-site

Details

Description

xxi, 741 p. : ill.; 24 cm.

Series Statement

Wiley series in probability and statistics

Uniform Title

Wiley series in probability and statistics.

Subject

• Regression analysis
• Analysis of variance
• Linear models (Statistics)
• Regression Analysis
• Analysis of Variance
• Linear Models

Bibliography (note)

• Includes bibliographical references and index.

Contents

• Pt. I. Regression Models -- 1. Introduction to Linear Models -- 2. Regression on Functions of One Variable -- 3. Transforming the Data -- 4. Regression on Functions of Several Variables -- 5. Collinearity in Multiple Linear Regression -- 6. Influential Observations in Multiple Linear Regression -- 7. Polynomial Models and Qualitative Predictors -- 8. Additional Topics -- Pt. II. Analysis of Variance Models -- 9. Introduction to Analysis of Variance Models -- 10. Fixed Effects Models I: One-Way Classification of Means -- 11. Fixed Effects Models II: Two-Way Classification of Means -- 12. Fixed Effects Models III: Multiple Crossed and Nested Factors -- 13. Mixed Models I: The AOV Method with Balanced Data -- 14. Mixed Models II: The AVE Method with Balanced Data -- 15. Mixed Models III: Unbalanced Data -- Pt. III. Mathematical Theory of Linear Models -- 16. Distribution of Linear and Quadratic Forms --
• 17. Estimation and Inference for Linear Models -- 18. Simultaneous Inference: Tests and Confidence Intervals -- App. A. Mathematics -- App. B. Statistics -- App. C. Statistical Tables -- App. D. Data Tables.

ISBN

047123222X (acid-free paper)

LCCN

2002034322

OCLC

• ocm50731395
• SCSB-4798668

Owning Institutions

Columbia University Libraries