Workshop summary
This workshop covers advance regression and survival analysis. At the end of this workshop participants will learn Introduction to regression analysis, linear regression model & least square, logistic regression model, Binary logistic regression, multinomial logistic regressions, COX regression. Introduction to survival analysis, preliminaries and censored data, survival functions, hazard function, product limit estimates and Kaplan Mier test.
Workshop Structure:
Total 6 days workshop having 4 days online contact session and 2 days hands on practice session.
Workshop learning objectives
- Introduction to regression analysis
- Linear regression model & least square
- Logistic regression model
- Binary logistic regression
- Multinomial logistic regressions
- COX regression
- Introduction to survival analysis
- Preliminaries and censored data
- Survival functions , Hazard Function
- Product limit estimates
- Survival data analysis Comparison of 2 treatments & 3 diets, 2 survival functions
- Kaplan Mier test
