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portada Ordinal Data Modeling
Type
Physical Book
Publisher
Language
English
Pages
258
Format
Paperback
Dimensions
23.4 x 15.6 x 1.4 cm
Weight
0.39 kg.
ISBN13
9781475772906
Edition No.
1

Ordinal Data Modeling

Valen E. Johnson (Author) · James H. Albert (Author) · Springer · Paperback

Ordinal Data Modeling - Johnson, Valen E. ; Albert, James H.

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Synopsis "Ordinal Data Modeling"

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.

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The book is written in English.
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