Planning studies: from design to publication -- Planning analysis: what do I do with my data? -- Probability and relative Frequency -- Distributions -- Descriptive statistics -- Finding probabilities -- Confidence intervals -- Hypothesis testing: concept and practice -- Tests on categorical data -- Risks, odds, and ROC curves -- Tests on ranked data -- Tests on means of continuous data -- Multi-factor ANOVA and ANCOVA -- Tests on variability and distributions -- Managing results of analysis -- Equivalence testing -- Bayesian statistics -- Sample size estimation and meta-analysis -- Modeling concepts and methods -- Clinical decisions based on models -- Regression and correlation -- Multiple and curvilinear regression -- Survival, logistic regression, and cox regression -- Sequential analysis and time series -- Epidemiology -- Measuring association and agreement -- Questionnaires and surveys -- Methods you might meet, but not every day

1. Statistics
2. Medicine