Ordinal Data Modeling
(Part of the Statistics for Social and Behavioral Sciences Series)
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Book Overview
Ordinal Data Modeling is a comprehensive treatment of ordinal data models from both likelihood and Bayesian perspectives. Written for graduate students and researchers in the statistical and social sciences, this book describes a coherent framework for understanding binary and ordinal regression models, item response models, graded response models, and ROC analyses, and for exposing the close connection between these models. A unique feature of this text is its emphasis on applications. All models developed in the book are motivated by real datasets, and considerable attention is devoted to the description of diagnostic plots and residual analyses. Software and datasets used for all analyses described in the text are available on websites listed in the preface.
Format:Paperback
Language:English
ISBN:1475772904
ISBN13:9781475772906
Release Date:April 2013
Publisher:Springer
Length:258 Pages
Weight:0.85 lbs.
Dimensions:0.6" x 6.1" x 9.2"
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