Statistical analyses using the R program

What you'll learn

run parametric and non-parametric correlation (Pearson, Spearman, Kendall)
perform partial correlation
run the chi-square test for association
run the independent sample t test
run the paired sample t test
execute the one-way analysis of variance
perform the two-way and three-way analysis of variance
run the one-way multivariate analysis of variance
run non-parametric tests for mean difference (Mann-Whitney, Kruskal-Wallis, Wilcoxon)
execute the multiple linear regression
compute the Cronbach's alpha
compute other reliability indicators (Cohen's kappa, Kendall's W)