Generalized Additive Models for Location, Scale and Shape A Distributional Regression Approach, with Applications
Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- Acknowledgments
- Notation and Terminology
- Part I Introduction and Basics
- Part II Statistical Inference in GAMLSS
- 4 Inferential Methods for Distributional Regression
- 5 Penalized Maximum Likelihood Inference
- 6 Bayesian Inference
- 7 Statistical Boosting for GAMLSS
- Part III Applications and Case Studies
- Appendix A Continuous Distributions
- Appendix B Discrete Distributions
- References
- Index
5 - Penalized Maximum Likelihood Inference
from Part II - Statistical Inference in GAMLSS
Published online by Cambridge University Press: 22 February 2024
Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- Acknowledgments
- Notation and Terminology
- Part I Introduction and Basics
- Part II Statistical Inference in GAMLSS
- 4 Inferential Methods for Distributional Regression
- 5 Penalized Maximum Likelihood Inference
- 6 Bayesian Inference
- 7 Statistical Boosting for GAMLSS
- Part III Applications and Case Studies
- Appendix A Continuous Distributions
- Appendix B Discrete Distributions
- References
- Index
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- Generalized Additive Models for Location, Scale and ShapeA Distributional Regression Approach, with Applications, pp. 109 - 124Publisher: Cambridge University PressPrint publication year: 2024