Generalized Linear Models

Name: Generalized Linear Models
Brand: SAGE Publications Inc
SKU: 9781506387345
Price: 26.72 EUR
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Autor: Jeff Gill, Michelle Torres

Jazyk:

Väzba: Brožovaná

Vydavateľ: SAGE Publications Inc

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26.72 €

Generalized Linear Models: A Unified Approach provides an introduction to and overview of GLMs, with...

Informácie o knihe

Autor

Jeff Gill, Michelle Torres

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2019

Stránok

176

EAN

9781506387345

ISBN

1506387349

Enbook ID

21179645

Vydavateľ

SAGE Publications Inc

Hmotnosť

238

Rozmery

217 x 139 x 20

Kompletný popis

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&

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