• Introduction
    • Definition of basic terms
  • General Processing Steps
    • Visualization of data
    • Data preprocessing
  • Univariate Data
    • Measures of location
    • Measures of variation
    • Distributions
  • Statistical Tests
    • Hypothesis testing
    • Comparing mean values
    • Comparing variances
    • Comparing distributions
    • Outlier tests
  • Bivariate Data
    • Correlation
    • Regression
    • Time series
    • Calibration
  • Multivariate Data
    • Basic knowledge
    • Optimization
    • Modeling
    • Classification
  • Math Background
    • Vectors
    • Matrix algebra
  • Exercises
  • References