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Contingency Table Analysis: Methods and Implementation Using R (Statistics for Industry and Technology) - Tapa dura
Sinopsis
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.
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De la contraportada
Combining theory and applications, this book presents models and methods for the analysis of two- and multi-dimensional 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:
· A motivating example for each topic
· Applications and implementations in R for all models discussed
· Emphasis on association and symmetry models
· Extensive bibliography
· Up-to-date supplementary material available on the author s website
An excellent reference for graduate students, researchers, and practitioners in statistics as well as in the biosciences and social sciences, Contingency Table Analysis may also be used as a supplementary textbook for courses on categorical data analysis with emphasis on special models for ordinal data. Prerequisites include basic background knowledge of statistical inference.
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- EditorialSpringer
- Año de publicación2014
- ISBN 10 0817648100
- ISBN 13 9780817648107
- EncuadernaciónTapa dura
- IdiomaInglés
- Número de páginas324
- Contacto del fabricanteno disponible
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Contingency Table Analysis. Methods and Implementation Using R.
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New York, Birkhäuser., 2014
ISBN 10: 0817648100
ISBN 13: 9780817648107
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Contingency Table Analysis
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Contingency Table Analysis
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Springer New York Jun 2014, 2014
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 324 pp. Englisch. Nº de ref. del artículo: 9780817648107
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Contingency Table Analysis: Methods and Implementation Using R (Statistics for Industry and Technology)
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Contingency Table Analysis : Methods and Implementation Using R
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ISBN 10: 0817648100
ISBN 13: 9780817648107
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Buch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Nº de ref. del artículo: 9780817648107
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Contingency Table Analysis : Methods and Implementation Using R
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