-
What is statistics? Motivation and examples.
-
Exploratory data analysis
-
Probability theory - a quick revision
-
Probability distributions
-
Parameter estimates
-
Confidence intervals and testing statistical hypotheses
-
Checking model assumptions, model selection
-
Testing statistical hypotheses II
-
Testing statistical hypotheses III - ANOVA, testing of independence
-
Nonparametric tests
-
Review of linear regression models
-
Final remarks