Michael Smithson, Edgar C. Merkle

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables (eBook, PDF)

• Format: PDF

Produktbeschreibung

Designed for graduate students and researchers in the behavioral, social, health, and medical sciences, this text employs generalized linear models, including mixed models, for categorical and limited dependent variables. Categorical variables include both nominal and ordinal variables. Discrete or continuous limited dependent variables have restricted support, whether through censorship or truncation or by their nature. The book incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 308
• Erscheinungstermin: 5. September 2013
• Englisch
• ISBN-13: 9781466551756
• Artikelnr.: 57100669

Autorenporträt

Michael Smithson, Edgar C. Merkle

Inhaltsangabe

Introduction and Overview. DISCRETE VARIABLES: Binary. Nominal Multi
Category. Ordinal
Categorical. Count Data. CONTINUOUS VARIABLES: Doubly Bounded. Censored and Truncated. EXTENSIONS: Multi
Level Models. Bayesian MCMC Estimation. Appendices. Web
Based Supplementary Materials.