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Methods of Statistical Model Estimation
Af: Joseph Hilbe, Andrew Robinson Engelsk Paperback
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Methods of Statistical Model Estimation
Af: Joseph Hilbe, Andrew Robinson Engelsk Paperback

Methods of Statistical Model Estimation examines the most important and popular methods used to estimate parameters for statistical models and provide informative model summary statistics. Designed for R users, the book is also ideal for anyone wanting to better understand the algorithms used for statistical model fitting.



The text presents algorithms for the estimation of a variety of regression procedures using maximum likelihood estimation, iteratively reweighted least squares regression, the EM algorithm, and MCMC sampling. Fully developed, working R code is constructed for each method. The book starts with OLS regression and generalized linear models, building to two-parameter maximum likelihood models for both pooled and panel models. It then covers a random effects model estimated using the EM algorithm and concludes with a Bayesian Poisson model using Metropolis-Hastings sampling.



The book''s coverage is innovative in several ways. First, the authors use executable computer code to present and connect the theoretical content. Therefore, code is written for clarity of exposition rather than stability or speed of execution. Second, the book focuses on the performance of statistical estimation and downplays algebraic niceties. In both senses, this book is written for people who wish to fit statistical models and understand them.



See Professor Hilbe discuss the book.

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Methods of Statistical Model Estimation examines the most important and popular methods used to estimate parameters for statistical models and provide informative model summary statistics. Designed for R users, the book is also ideal for anyone wanting to better understand the algorithms used for statistical model fitting.



The text presents algorithms for the estimation of a variety of regression procedures using maximum likelihood estimation, iteratively reweighted least squares regression, the EM algorithm, and MCMC sampling. Fully developed, working R code is constructed for each method. The book starts with OLS regression and generalized linear models, building to two-parameter maximum likelihood models for both pooled and panel models. It then covers a random effects model estimated using the EM algorithm and concludes with a Bayesian Poisson model using Metropolis-Hastings sampling.



The book''s coverage is innovative in several ways. First, the authors use executable computer code to present and connect the theoretical content. Therefore, code is written for clarity of exposition rather than stability or speed of execution. Second, the book focuses on the performance of statistical estimation and downplays algebraic niceties. In both senses, this book is written for people who wish to fit statistical models and understand them.



See Professor Hilbe discuss the book.

Produktdetaljer
Sprog: Engelsk
Sider: 255
ISBN-13: 9780367380007
Indbinding: Paperback
Udgave:
ISBN-10: 0367380005
Udg. Dato: 5 sep 2019
Længde: 23mm
Bredde: 155mm
Højde: 234mm
Oplagsdato: 5 sep 2019
Forfatter(e): Joseph Hilbe, Andrew Robinson
Forfatter(e) Joseph Hilbe, Andrew Robinson


Kategori Matematisk modellering


Sprog Engelsk


Indbinding Paperback


Sider 255


Udgave


Længde 23mm


Bredde 155mm


Højde 234mm

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