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Introduction to general and generalized linear models
IntroductionExamples of types of data Motivating examples A first view on the modelsThe Likelihood PrincipleIntroduction Point estimation theory The likelihood function The score function The information matrix Alternative parameterizations of the likelihood The maximum likelihood estimate (MLE) Dis...
| Call Number: | Libro Electrónico |
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Boca Raton :
CRC Press,
2011.
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| Series: | Texts in statistical science.
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| Subjects: | |
| Online Access: | Texto completo |
Table of Contents:
- Cover; Title; Copyright; Contents; Preface; CHAPTER 1: Introduction; CHAPTER 2: The likelihood principle; CHAPTER 3: General linear models; CHAPTER 4: Generalized linear models; CHAPTER 5: Mixed effects models; CHAPTER 6: Hierarchical models; CHAPTER 7: Real life inspired problems; APPENDIX A: Supplement on the law of error propagation; APPENDIX B: Some probability distributions; APPENDIX C: List of symbols; Bibliography.