Contingency Table Analysis: Methods and Implementation Using R (Statistics for Industry and Technology) - Hardcover

Kateri, Maria

 
9780817648107: Contingency Table Analysis: Methods and Implementation Using R (Statistics for Industry and Technology)
Hardcover
ISBN 10: 0817648100 ISBN 13: 9780817648107
Verlag: Springer, 2014

Inhaltsangabe

Contingency tables arise in diverse fields, including life sciences, education, social and political sciences, notably market research and opinion surveys.

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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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Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
0817648100
ISBN 13 
9780817648107
Einband
Tapa dura
Anzahl der Seiten
324
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Deutschland

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9781493939596: Contingency Table Analysis: Methods and Implementation Using R (Statistics for Industry and Technology)

Vorgestellte Ausgabe

ISBN 10:  1493939599 ISBN 13:  9781493939596
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Softcover