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Book

Methods of Statistical Model Estimation

Book

Methods of Statistical Model Estimation

DOI link for Methods of Statistical Model Estimation

Methods of Statistical Model Estimation book

Methods of Statistical Model Estimation

DOI link for Methods of Statistical Model Estimation

Methods of Statistical Model Estimation book

ByJoseph Hilbe, Andrew Robinson
Edition 1st Edition
First Published 2013
eBook Published 10 June 2013
Pub. Location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/b14932
Pages 255
eBook ISBN 9780429107221
Subjects Bioscience, Mathematics & Statistics
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Hilbe, J., & Robinson, A. (2013). Methods of Statistical Model Estimation (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/b14932

ABSTRACT

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 algorith

TABLE OF CONTENTS

chapter 1|38 pages

- Programming and R

chapter 2|22 pages

- Statistics and Likelihood-Based Estimation

chapter 3|36 pages

- Ordinary Regression

chapter 4|48 pages

- Generalized Linear Models

chapter 5|32 pages

- Maximum Likelihood Estimation

chapter 6|26 pages

- Panel Data

chapter 7|30 pages

- Model Estimation Using Simulation

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