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Methods of Statistical Model Estimation

Name: Methods of Statistical Model Estimation
Brand: Chapman and Hall/CRC
SKU: 9780367380007
Price: 9972.00 INR
Availability: InStock
ISBN: 9780367380007

Contributor(s): Hilbe, Joseph Author , Robinson, Andrew Author Format: Paperback

Paperback · ISBN 9780367380007

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Key Specifications

ISBN	9780367380007
Publisher	Chapman and Hall/CRC
Publication date	September 2019
Language	English
MRP	£70.99 GBP
Page count	256
Item weight	80 g

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.

Methods of Statistical Model Estimation

Key Specifications

Hilbe, Joseph Author

Robinson, Andrew Author

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