Informative Hypotheses
Theory and Practice for Behavioral and Social Scientists
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ISBN-13:
9780367382223
Veröffentl:
2019
Erscheinungsdatum:
23.09.2019
Seiten:
241
Autor:
Herbert Hoijtink
Gewicht:
431 g
Format:
254x178x13 mm
Sprache:
Englisch
Beschreibung:
This detailed book discusses the evaluation of behavioral and social science hypotheses that are more informative than traditional null and alternative hypotheses. Requiring a minimal prerequisite knowledge of multivariate statistics, such as regression and ANOVA, it provides relevant information for those doing active research in the social and behavioral sciences. Informative Hypotheses: Theory and Practice for Behavioral and Social Scientists considers Bayesian and classical approaches and pays considerable attention to sample size determination. Software is available for all functions discussed in the book.
INTRODUCTION. An Introduction to Informative Hypotheses. The Multivariate Normal Linear Model. BAYESIAN EVALUATION OF INFORMATIVE HYPOTHESES. An Introduction to Bayesian Evaluation of Informative Hypotheses. The J Group ANOVA Model. Sample Size Determination: AN(C)OVA and Multiple Regression. Sample Size Determination: The Multivariate Normal Linear Model. OTHER MODELS, OTHER APPROACHES AND SOFTWARE. Beyond the Multivariate Normal Linear Model. Other Approaches. Software. STATISTICAL FOUNDATIONS. Foundations of Bayesian Evaluation of Informative Hypotheses. References. Index.
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