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They focus on the use of SPSS, a computer package for data analyses; provide an overview of the program and basic statistical concepts; and cover descriptive statistics, comparing means, ANOVA, correlation analysis, multiple and logistics regression, factor analysis and testing scale reliability, and advanced data handling, illustrating the use of SPSS through examples using version 16. Exploratory Factor Analysis Principal component analysis (PCA) was performed on group A (N=86) to investigate the factor structure of the scale. Topics include meta- analysis, the role of effect size and power as alternatives to significance testing, factor analysis, logistic regression, cluster analysis, and discriminant analysis, some of which are included in the advanced section of the book on the companion website. |
factor analysis |
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