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- catalog abstract "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.".
- catalog contributor b11413945.
- catalog contributor b11413946.
- catalog contributor b11413947.
- catalog created "c1999.".
- catalog date "1999".
- catalog date "c1999.".
- catalog dateCopyrighted "c1999.".
- catalog description "Includes bibliographical references (p. [249]-254) and index.".
- catalog description "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.".
- catalog description "Review of Classical and Bayesian Inference -- Review of Bayesian Computation -- Regression Models for Binary Data -- Regression Models for Ordinal Data -- Analyzing Data from Multiple Raters -- Item Response Modeling -- Graded Response Models: A Case Study of Undergraduate Grade Data -- Appendix: Software for Ordinal Data Modeling -- References -- Index.".
- catalog extent "x, 258 p. ;".
- catalog identifier "0387987185 (hc. : alk. paper)".
- catalog isPartOf "Statistics for social science and public policy".
- catalog issued "1999".
- catalog issued "c1999.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog subject "519.5 21".
- catalog subject "HA29 .J588 1999".
- catalog subject "Numbers, Ordinal.".
- catalog subject "Policy sciences Statistical methods.".
- catalog subject "Social sciences Statistical methods.".
- catalog subject "Statistics.".
- catalog tableOfContents "Review of Classical and Bayesian Inference -- Review of Bayesian Computation -- Regression Models for Binary Data -- Regression Models for Ordinal Data -- Analyzing Data from Multiple Raters -- Item Response Modeling -- Graded Response Models: A Case Study of Undergraduate Grade Data -- Appendix: Software for Ordinal Data Modeling -- References -- Index.".
- catalog title "Ordinal data modeling / Valen E. Johnson, James H. Albert.".
- catalog type "text".