Ordinal Data Modeling (Statistics for Social and Behavioral Sciences) - Tapa blanda

Libro 5 de 40: Statistics for Social and Behavioral Sciences

Johnson, Valen E. E.; Albert, James H.

 
9781475772906: Ordinal Data Modeling (Statistics for Social and Behavioral Sciences)
Tapa blanda
ISBN 10: 1475772904 ISBN 13: 9781475772906
Editorial: Springer, 2013

Sinopsis

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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Críticas

From the reviews:

STATISTICAL METHODS IN MEDICAL RESEARCH

"The book is an excellent introduction to Bayesian methods of original data modeling...the book is well written and all concepts are presented in a clear manner. Notation is consistent throughout the book and ideas in later chapters logically build on previous material. Fundamental concepts discussed by the authors are well presented. The authors are particularly savvy at connecting new ideas to previous knowledge. This book would make an excellent supplementary text to an individual doing research in these areas...This book does provide valuable information about modeling original data using Bayesian methods. This text provides a valuable addition to a researcher’s library (especially those working in psychometrics or educational statistics)."

Reseña del editor

Ordinal Data Modeling is a comprehensive treatment of ordinal data models from both likelihood and Bayesian perspectives. 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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2013
Idioma
Inglés
ISBN 10 
1475772904
ISBN 13 
9781475772906
Encuadernación
Tapa blanda
Número de páginas
272
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
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Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9780387987187: Ordinal Data Modeling (Statistics for Social and Behavioral Sciences)

Edición Destacada

ISBN 10:  0387987185 ISBN 13:  9780387987187
Editorial: Springer, 2000
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