Generalized Linear Models: A Unified Approach (Second Edition) (Quantitative Applications in the Social Sciences #134)

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Synopsis
Generalized Linear Models: A Unified Approach provides an introduction to and overview of GLMs, with each chapter carefully laying the groundwork for the next. The Second Edition provides examples using real data from multiple fields in the social sciences such as psychology, education, economics, and political science, including data on voting intentions in the 2016 U.S. Republican presidential primaries. The Second Edition also strengthens material on the exponential family form, including a new discussion on the multinomial distribution; adds more information on how to interpret results and make inferences in the chapter on estimation procedures; and has a new section on extensions to generalized linear models. Software scripts, supporting documentation, data for the examples, and some extended mathematical derivations are available on the authors’ websites as well as through the \texttt{R} package \texttt{GLMpack}. Supporting material (data and code) to replicate the examples in the book can be found in the ′GLMpack′ package on CRAN or on the website&
Copyright:
2020

Book Details

Book Quality:
Publisher Quality
Book Size:
176 Pages
ISBN-13:
9781506387338
Related ISBNs:
9781506387321, 9781506387352, 9781506387352, 9781506387345, 9781506387321
Publisher:
SAGE Publications
Date of Addition:
Copyrighted By:
SAGE Publications, Inc.
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Social Studies, Mathematics and Statistics, Sociology
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.

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