Analysis of epidemiological data I. (VZM01)

Course topics: Seminars: 1. R programming environment 2. Data editing and distribution 3. Creation of subsets and variables 4. Data descriptions and graphical representation of data Part 1 5. Data descriptions and graphical representation of data Part 2 6. Statistical hypothesis testing 7. Parametric and non-parametric statistical methods 8. Chi-square and Fisher\'s exact test 9. T-test, Wilcox and Mann-Whitney test 10. ANOVA and Kruskal-Wallis test 11. Optimal statistical analysis algorithm selection and reasoning Part 1 12. Optimal statistical analysis algorithm selection and reasoning Part 2 Exercises: 1. Introduction to the R programming environment 2. Modification and distribution of data in the R programming environment (types of variables) 3. Summarization of the variables in the R programming environment 4. Measures of central tendency and dispersion in the R programming environment 5. Graphical representation of data in the R software environment 6. Testing statistical hypotheses in the R software environment 7. Normality tests in the R software environment 8. Chi-square and Fisher\'s exact test, their use and interpretation 9. T-test, Wilcoxon and Mann-Whitney test, their use & interpretation 10. ANOVA and Kruskal-Wallis test, their use and interpretation 11. Optimal statistical analysis algorithm selection and reasoning Part 1 12. Optimal statistical analysis algorithm selection and reasoning Part 2

Supervisors and educators:
doc. PhDr. Silvia Puteková, PhD. - Kogarant
Mgr. Terézia Jarabá - Cvičiaci, Skúšajúci, Zodpovedný za elearning, Vedúci semináru
Mgr. Juliana Melichová, PhD. - Zabezpečuje, Zodpovedný za elearning, Skúšajúci, Cvičiaci, Vedúci semináru, Kogarant
PhDr. Michal Rafajdus, PhD. - Kogarant, Schvaľujúci zápis
RNDr. Janka Rapčanová - Zodpovedný za elearning
prof. PhDr. Marek Majdan, MSc., PhD. - Zabezpečuje, Kogarant, Hlavný garant
doc. Ing. Margaréta Kačmariková, PhD. - Kogarant
PhDr. Jarmila Pekarčíková, PhD. - Kogarant

Code: VZM01

Period: ZS

Credits: 5