- An explanation and manual of the Kolmogorov-Smirnov, you can find here.
- With what else can you check normality? With P-P plots/Q-Q plots and the Shapiro-Wilk test.
What about the other assumptions? In this overview you can see them all (outliers, homoscedasticity, normality and what you can do about them (transforming data and bootstrapping).