STATISTICAL METHODS

(Compulsory course/Teaching hours per week: 5/ Laboratory hours per week: -
Assessment: final exam at the end of each term or September/ Credits: 5)

Teachers:

Vangelis Karalis (Assistant Professor)

Course site (e-class): https://eclass.uoa.gr/courses/PHARM198/

Topics:

    • Introduction: Sample, sample size, bias
    • Descriptive statistics
    • Probability: Bayes theorem, probability density functions (discrete, continuous)
    • Confidence intervals
    • Hypothesis testing
    • Analysis of variance
    • Parametric – Non parametric methods – Normal distribution testing
    • Regression – Correlation: Linear and Nonlinear models
Contingency tables, Chi-squared analysis, Survival analysis