Regression analysis : statistical modeling of a response variable
著者
書誌事項
Regression analysis : statistical modeling of a response variable
Academic Press , Elsevier, 2006
2nd ed
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注記
Includes bibliographical references (p. 445-447) and index
"Academic Press is an imprint of Elsevier"--T.p. verso
内容説明・目次
内容説明
Regression Analysis provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statistical analyses, to allow the student to determine, at least to some degree, the correct type of statistical analyses to be performed in a given situation, and have some appreciation of what constitutes good experimental design.
目次
1. The Analysis of Means: A Review of Basics and an Introduction to Linear Models 2. Simple Linear Regression:Linear Regression with One Independent Variable 3. Multiple Regression 4. Problems with Observations 5. Multicollinearity 6. Problems with the Model 7. Curve Fitting 8. Introduction to Nonlinear Models 9. Indicator Variables 10. Categorical Response Variables 11. Generalized Linear Models
Appendix A: Statistical Tables B: A Brief Introduction to Matrices C: Estimation Procedures
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