Multiway Contingency Tables Analysis for the Social Sciences (eBook, ePUB)

Redaktion: Wickens, Thomas D.

• Format: ePub

Produktbeschreibung

This book describes the principles and techniques needed to analyze data that form a multiway contingency table. Wickens discusses the description of association in such data using log-linear and log-multiplicative models and defines how the presence of association is tested using hypotheses of independence and quasi-independence. The application of the procedures to real data is then detailed. This volume does not presuppose prior experience or knowledge of statistics beyond basic courses in fundamentals of probability and statistical inference. It serves as an ideal reference for professionals or as a textbook for graduate or advanced undergraduate students involved in statistics in the social sciences.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 438
• Erscheinungstermin: 25. Februar 2014
• Englisch
• ISBN-13: 9781317784784
• Artikelnr.: 40529166

Autorenporträt

Thomas D. Wickens

Inhaltsangabe

Contents: Introduction. Two-way Tables. Models for Three-Way Tables. The
Statistical Basis of Sampling and Testing. Fitting and Testing Models.
Testing Specific Hypotheses. Predictor-Outcome Models. Analyzing
Unstructured Tables. Measures of Effect Size. Structurally Incomplete
Tables. Descriptions of Association. Least-Squares Models. Ordered
Categories. Appendices: Percentage Points of the Chi-Square Distribution.
Bonferroni Chi-Square. Power Chart for Chi-Square Tests. Percentage Points
of the Normal Distribution. Percentage Points of the Largest Root of a
Wishart Matrix. The Greek Alphabet.