Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- Acknowledgments
- Notation
- Part I Classic Statistical Inference
- Part II Early Computer-Age Methods
- 6 Empirical Bayes
- 7 James–Stein Estimation and Ridge Regression
- 8 Generalized Linear Models and Regression Trees
- 9 Survival Analysis and the EM Algorithm
- 10 The Jackknife and the Bootstrap
- 11 Bootstrap Confidence Intervals
- 12 Cross-Validation and Cp Estimates of Prediction Error
- 13 Objective Bayes Inference and MCMC
- 14 Statistical Inference and Methodology in the Postwar Era
- Part III Twenty-First-Century Topics
- Epilogue
- References
- Author Index
- Subject Index
8 - Generalized Linear Models and Regression Trees
from Part II - Early Computer-Age Methods
Published online by Cambridge University Press: 05 July 2016
Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- Acknowledgments
- Notation
- Part I Classic Statistical Inference
- Part II Early Computer-Age Methods
- 6 Empirical Bayes
- 7 James–Stein Estimation and Ridge Regression
- 8 Generalized Linear Models and Regression Trees
- 9 Survival Analysis and the EM Algorithm
- 10 The Jackknife and the Bootstrap
- 11 Bootstrap Confidence Intervals
- 12 Cross-Validation and Cp Estimates of Prediction Error
- 13 Objective Bayes Inference and MCMC
- 14 Statistical Inference and Methodology in the Postwar Era
- Part III Twenty-First-Century Topics
- Epilogue
- References
- Author Index
- Subject Index
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- Computer Age Statistical InferenceAlgorithms, Evidence, and Data Science, pp. 108 - 130Publisher: Cambridge University PressPrint publication year: 2016