Analysis of epidemiological data II. (VZM02)

Course topics: Seminars: 1. Univariate and multivariate analysis, principles and applications 2. Correlation analysis: principles, application, correlation coefficients 3. Univariate linear regression analysis: regression equation, regression coefficients 4. Multivariate linear regression analysis: principles, applications 5. Multivariate linear regression analysis: backward and forward selection 6. Logistic regression analysis: principles, applications 7. Logistic regression analysis: odds ratios, regression coefficients, regression model validity 8. Univariate survival analysis: principles and applications 9. Multivariate survival analysis: principles and applications 10. Multivariate survival analysis: risk ratios, regression coefficients 11. Time series: trend plotting, decomposition, prediction 12. Optimal statistical analysis algorithm selection and reasoning Exercises: 1. Evaluating the linear relationship 2. Correlation analysis in the R programming environment 3. Univariate linear regression analysis: application and interpretation 4. Multivariate linear regression analysis: application and interpretation Part 1 5. Multivariate linear regression analysis: application and interpretation Part 2 6. Logistic regression analysis: application and interpretation Part 1 7. Logistic regression analysis: application and interpretation Part 2 8. Kaplan-Meier curve and Log-rank test in the R programming environment 9. Cox regression analysis: application and interpretation Part 1 10. Cox regression analysis: application and interpretation Part 2 11. Time series: use and interpretation 12. Statistical analysis reasoning

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

Code: VZM02

Period: LS

Credits: 5