Log-Linear Models and Logistic Regression

Name: Log-Linear Models and Logistic Regression
Brand: Springer, Berlin
SKU: 9781475771138
Price: 550.91 RON
Availability: InStock

Autor: Ronald Christensen

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Legare: Carte broșată

Editura: Springer, Berlin

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The primary focus here is on log-linear models for contingency tables, but in this second edition, g...

Informații despre carte

Autor

Ronald Christensen

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2013

Pagini

484

EAN

9781475771138

ISBN

1475771134

Enbook ID

02181678

Editura

Springer, Berlin

Greutate

765

Dimensiuni

155 x 237 x 26

Descriere completă

The primary focus here is on log-linear models for contingency tables, but in this second edition, greater emphasis has been placed on logistic regression. The book explores topics such as logistic discrimination and generalised linear models, and builds upon the relationships between these basic models for continuous data and the analogous log-linear and logistic regression models for discrete data. It also carefully examines the differences in model interpretations and evaluations that occur due to the discrete nature of the data. Sample commands are given for analyses in SAS, BMFP, and GLIM, while numerous data sets from fields as diverse as engineering, education, sociology, and medicine are used to illustrate procedures and provide exercises. Throughoutthe book, the treatment is designed for students with prior knowledge of analysis of variance and regression.

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Log-Linear Models and Logistic Regression

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