Mathematics/ IT

Course contents
  • - Descriptive Statistics
    o Univariant methods
    o Bivariant methods
    o Linear regression in bivariant cases
    - Indukcive statistics
    o Estimation of unknown parameters
    o Hypothesis testing
    - Distributions
    - Probability theory
    - Regression
    - Monte Carlo Simulation und Analysis
    - Advanced Regression & Machine Learning Algorithms
    - Variance analysis
    - Performing statistical analysis using Matlab