Contingency Table Analysis: Methods and Implementation Using R by Maria Kateri (

Description: Contingency Table Analysis by Maria Kateri Contingency tables arise in diverse fields, including life sciences, education, social and political sciences, notably market research and opinion surveys. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher Description Contingency tables arise in diverse fields, including life sciences, education, social and political sciences, notably market research and opinion surveys. Their analysis plays an essential role in gaining insight into structures of the quantities under consideration and in supporting decision making.Combining both theory and applications, this book presents models and methods for the analysis of two- and multidimensional-contingency tables. The author uses a threefold approach, presenting fundamental models and related inference, highlighting their interpretational aspects, and demonstrating their practical usefulness. Emphasis is on applications and methods of fitting models using standard statistical tools - such as SPSS, R, and BUGS - and on interpretation of the results. An excellent reference for advanced undergraduates, graduate students, and practitioners in statistics as well as biosciences, social sciences, education, and economics, the work may also be used as a textbook for a course on categorical data analysis. Prerequisites include basic background on statistical inference and knowledge of statistical software packages. Back Cover Combining theory and applications, this book presents models and methods for the analysis of two and multidimensional contingency tables. The author uses a threefold approach: fundamental models and related inferences are presented, their interpretational aspects are highlighted, and their practical usefulness is demonstrated. Throughout, practical guidance for using R is provided along with a comprehensive R-functions web-appendix. Contingency tables arise in diverse fields, including the life, pedagogic, social and political sciences. They also play a prominent role in market research and opinion surveys. The analysis of contingency tables can provide insight into essential structures, relevant quantities and their interactions, and thus leads to improved decision-making. Special features include: Table of Contents Preface.- Introduction.- Analysis of Two-Way Tables.- Analysis of Multi-Way Tables.- Log-Linear Models.- Generalized Linear Models and Extensions.- Association Models.- More on Association Models and Related Methods.- Response Variable Analysis in Contingency Tables.- Analysis of Square Tables.- Further Topics. Long Description Contingency tables arise in diverse fields, including life sciences, education, social and political sciences, notably market research and opinion surveys. Their analysis plays an essential role in gaining insight into structures of the quantities under consideration and in supporting decision making. Combining both theory and applications, this book presents models and methods for the analysis of two- and multidimensional-contingency tables. The author uses a threefold approach, presenting fundamental models and related inference, highlighting their interpretational aspects, and demonstrating their practical usefulness. Special features and topics include: * A characteristic motivating example for each topic covered * Review of classical and recent methodology for analysis of contingency tables * Emphasis on applications and methods of fitting models using standard statistical tools - such as SPSS, R, and BUGS - and on interpretation of the results * Elaborated account of association and symmetry models * Focus on treatment of ordinal variables * Detailed insight into exact and Bayesian inference * Presentation of selected advanced topics, including a discussion of the related literature and links to corresponding algorithms * Up-to-date supplementary material available on the authors website An excellent reference for advanced undergraduates, graduate students, and practitioners in statistics as well as biosciences, social sciences, education, and economics, the work may also be used as a textbook for a course on categorical data analysis. Prerequisites include basic background on statistical inference and knowledge of statistical software packages. Feature Presents a variety of new sophisticated models for the analysis of two- and multidimensional-contingency tables Real-world applications to life sciences, education, social and political sciences, notably market research, and opinion surveys Emphasis is on applications and methods of fitting models using standard statistical packages, such as SPSS, S-PLUS, R, and BUGS, as well as on interpretation of the results Up-to-date supplementary material is available on the authors website For a broad audience of advanced undergraduates, graduate students, and practitioners in statistics, biosciences, social sciences, education, and economics May be used as a textbook for a course on categorical data analysis Description for Sales People Contingency tables arise in diverse fields, including life sciences, education, social and political sciences, notably market research and opinion surveys. Their analysis plays an essential role in gaining insight into structures of the quantities under consideration and in supporting decision making. Combining both theory and applications, this book presents models and methods for the analysis of two- and multidimensional-contingency tables. An excellent reference for advanced undergraduates, graduate students, and practitioners in statistics as well as biosciences, social sciences, education, and economics, the work may also be used as a textbook for a course on categorical data analysis. Prerequisites include basic background on statistical inference and knowledge of statistical software packages. Details ISBN0817648100 Publisher Birkhauser Boston Inc ISBN-10 0817648100 ISBN-13 9780817648107 Format Hardcover Author Maria Kateri Language English Media Book Pages 304 Imprint Birkhauser Boston Inc Subtitle Methods and Implementation Using R Place of Publication Secaucus Country of Publication United States DEWEY 519.53 Edition 2014th Short Title Contingency Table Analysis DOI 10.1007/978-0-8176-4811-4 Year 2014 Publication Date 2014-06-15 AU Release Date 2014-06-15 NZ Release Date 2014-06-15 US Release Date 2014-06-15 UK Release Date 2014-06-15 Edition Description 2014 ed. Series Statistics for Industry and Technology Alternative 9781493939596 Audience Undergraduate Illustrations 8 Illustrations, color; 13 Illustrations, black and white; XVII, 304 p. 21 illus., 8 illus. in color. We've got this At The Nile, if you're looking for it, we've got it. 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