Statistics with R – Intermediate Level

Statistics with R – Intermediate Level

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)