Robust analysis of the central tendency, simple and multiple regression and ANOVA: a step by step tutorial.

After much exertion and care to run an experiment in social science, the analysis of data should not be ruined by an improper analysis. Often, classical methods, like the mean, the usual simple and multiple linear regressions, and the ANOVA require normality and absence of outliers, which rarely occ...