Applied statistics

Course contents
  • - Statistical methods of testing, statistical testing, error types
    - Hypothesis testing on the mean and the variance of a normal distribution; F-test; T-test
    - Hypothesis testing on equity equality; U-Test by Mann-Whitney; Sign rank test by Wilcoxon; contingency
    - Testing on independence in multifield panels
    - Regression analysis; related hypotheses; linear and nonlinear regression; multiple linear regression
    - covariance and correlation; Variance analytical methods; ANOVA
    - Operationalization and questionnaire design