Statistics

Graphical methods to explore raw data
Summarizing data
Probabilities
Distributions: normal, binomial, t
Central limit theorem
Confidence interval
Sample size computation
Hypothesis testing, part I
T test, paired, not paired, non parametric tests
Comparison of proportions, Chi-square
Simple linear regression and correlation
Hypothesis testing, part II
Multiple regression analysis
One-way ANOVA, Kruskal-Wallis
Two-way ANOVA
Survival analysis
Kaplan-Meier curves and log-rank test
Cox regression