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Russell, Joshua A.,

Statistics in music education research : a reference for researchers, teachers, and students / Joshua A. Russell. - xix, 329 pages : illustrations ; 24 cm.

Includes bibliographical references and index.

Section I. Introduction. Fundamental principles ; Descriptive statistics -- Section II. Parametric statistical procedures. Pearson product-moment correlation ; one-sample t-test ; Dependent-samples t-test ; Independent-samples t-test ; Univariate analysis of variance (ANOVA) ; Factorial analysis of variance (ANOVA) ; Multivariate analysis of variance (MANOVA) ; Repeated-measures analysis of variance ; Univariate analysis of covariance (ANCOVA) ; Mulitvariate analysis of covariance (MANCOVA) ; Regression analysis ; Data reduction: factor and principal component analysis ; Discriminant analysis -- Section III. Reliability analysis. Cronbach's alpha ; Split-half reliability ; Chi-Square ; Mann-Whitney U test ; Kruskal Wallis H test ; Spearman correlation ; Wilcoxen test ; Friedman's test.

ISBN: 9780190695224 0190695226 9780190695217 0190695218

LCCN: 2017026158

Subjects--Topical Terms:
Music--Instruction and study--Statistics.

LC Class. No.: MT1 / .R897 2018 MT1 / .R897 2018