Mathematics, Statistics & Data Science II

Course contents
Descriptive statistics
- Basic concepts of descriptive statistics, one-dimensional frequency distributions, measures of location, measures of dispersion
- Two-dimensional frequency distributions, contingency tables, correlation, and regression
- Representation of quantitative information, tables and charts
Inductive statistics
- Development of hypotheses, hypothesis tests (mean tests, variance tests, distribution tests)
- Regression analysis (univariate regression analysis, multiple regression analysis)
- Time series analysis