Generalized Linear Models: A Unified Approach

Generalized Linear Models: A Unified Approach
ISBN-10
1506320244
ISBN-13
9781506320243
Series
Generalized Linear Models
Category
Social Science
Pages
112
Language
English
Published
2000-08-07
Publisher
SAGE Publications
Author
Jeff Gill

Description

The author explains the theoretical underpinnings of generalized linear models so that researchers can decide how to select the best way to adapt their data for this type of analysis. Examples are provided to illustrate the application of GLM to actual data and the author includes his Web address where additional resources can be found.

Other editions

Similar books

  • Generalized Linear Models With Examples in R
    By Peter K. Dunn, Gordon K. Smyth

    This book is designed with teaching and learning in mind, featuring chapter introductions and summaries, exercises, short answers, and simple, clear examples.

  • Generalized Linear Models
    By P. McCullagh

    The success of the first edition of Generalized Linear Models led to the updated Second Edition, which continues to provide a definitive unified, treatment of methods for the analysis of diverse types of data.

  • Foundations of Linear and Generalized Linear Models
    By Alan Agresti

    244 MODELS FOR COUNT DATA Table 7.4 Goodness-of-Fit Tests for Loglinear Models Fitted to the Data in Table 7.3 Loglinear Associations Deviance G2 Pearson X2 df P-valuea AIC γAC γAC γAM γAC ij ij ik ij + + γAMik 497.37 443.76 2 < 0.001&nbsp;...

  • Applying Generalized Linear Models
    By James K. Lindsey

    ... and Stumpf Graphical Exploratory Data Analysis Durrett: Essentials of Stochastic Processes Edwards: Introduction to Graphical Modelling Finkelstein and Levin: Statistics for Lawyers Flury: A First Course in Multivariate Statistics&nbsp;...

  • Generalized Linear Models: with Applications in Engineering and the Sciences
    By Douglas C. Montgomery, G. Geoffrey Vining, Raymond H. Myers

    31 proc logistic data=sentence descending; title3 ' Example For Pearson Chi-Square and Deviance ' ; model prison=ibus iprior / aggregate scale=N ; weight count; output out=home . good&nbsp;...

  • An Introduction to Generalized Linear Models
    By Annette J. Dobson, Adrian Barnett

    Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data.

  • Introduction to General and Generalized Linear Models
    By Henrik Madsen, Poul Thyregod

    Each chapter contains examples and guidelines for solving the problems via R. Providing a flexible framework for data analysis and model building, this text focuses on the statistical methods and models that can help predict the expected ...

  • Generalized Linear Models: An Applied Approach
    By John Patrick Hoffmann

    This brief and economical text shows students with relatively little mathematical background how to understand and apply sophisticated linear regression models in their research areas within the social, behavioral, and...

  • Generalized Linear Models for Insurance Data
    By Gillian Z. Heller, Piet de Jong

    This is the only book actuaries need to understand generalized linear models (GLMs) for insurance applications.

  • Generalized Linear Mixed Models: Modern Concepts, Methods and Applications
    By Walter W. Stroup

    With numerous examples using SAS PROC GLIMMIX, this text presents an introduction to linear modeling using the generalized linear mixed model as an overarching conceptual framework.