Mathematics, Statistics & Data Science II

  • 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