Methods of Statistical Model Estimation - Joseph Hilbe,Andrew Robinson
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This book 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. It presents algorithms for the estimation of a variety of useful regression procedures using maximum likelihood est ... Täielik kirjeldus
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Kirjeldus
This book 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. It presents algorithms for the estimation of a variety of useful 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.
Lisateave
| Autor | Joseph Hilbe, Andrew Robinson |
|---|---|
| Kirjastaja | Taylor & Francis Ltd (Sales) |
| Väljalaskeaasta | 2013 |
| Kaanetüüp | Kõvakaaneline |
| EAN | 9781439858028 |