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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press,
2011.
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| Colección: | Texts in statistical science.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Madsen, Henrik, |d 1955- |1 https://id.oclc.org/worldcat/entity/E39PCjGqG8hQMrBRKk389WRV83 | |
| 245 | 1 | 0 | |a Introduction to general and generalized linear models |h [electronic resource] / |c Henrik Madsen, Poul Thyregod. |
| 260 | |a Boca Raton : |b CRC Press, |c 2011. | ||
| 300 | |a 1 online resource (xii, 302 p. :) |b ill. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Chapman & Hall/CRC texts in statistical science series | |
| 504 | |a Includes bibliographical references (p. [287]-291) and index. | ||
| 505 | 0 | |a 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. | |
| 520 | |a 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) Distribution of the ML estimator Generalized loss-function and deviance Quadratic approximation of the log-likelihood Likelihood ratio tests Successive testing in hypothesis chains Dealing with nuisance parameters General Linear ModelsIntroduction The multivariate normal distribution General linear mod. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Linear models (Statistics) | |
| 650 | 0 | |a Generalized estimating equations. | |
| 650 | 6 | |a Équations d'estimation généralisées. | |
| 650 | 7 | |a MATHEMATICS |x Applied. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Generalized estimating equations |2 fast | |
| 650 | 7 | |a Linear models (Statistics) |2 fast | |
| 700 | 1 | |a Thyregod, Poul, |d 1939-2008. |1 https://id.oclc.org/worldcat/entity/E39PCjtG3MCwVTbyM3V7gv8vxP | |
| 776 | 0 | 8 | |i Print version: |a Madsen, Henrik, 1955- |t Introduction to general and generalized linear models. |d Boca Raton, FL : CRC Press : Imprint of the Taylor & Francis Group, ©2011 |z 9781420091557 |z 1420091557 |w (DLC) 2010029753 |w (OCoLC)229022667 |
| 830 | 0 | |a Texts in statistical science. | |
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