Nonparametric Tests on SPSS
Tutorial on doing the Nonparametric Test on SPSS. Covers material in Chapter 15 of my book Discovering Statistics Using SPSS.

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Factor Analysis/PCA

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Factorial ANOVA (GLM 3)

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The standard error and confidence intervals

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Non-parametric tests - Sign test, Wilcoxon signed rank, Mann-Whitney

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Comparing means adjusted for other predictors (analysis of covariance)

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Moderation and Mediation

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Entering Data into SPSS

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The Central Limit Theorem

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MANOVA (Multivariate Analysis of Variance)

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SPSS Automatic Linear Modeling

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Kruskal-Wallis-Test (Simply explained)

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t-Tests Using SPSS

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Independent t-test - SPSS (Example 1)

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