Cieľová skupina
Táto časť nie je lokalizovaná
Predictive modelers, data analysts, statisticians, econometricians, model validators, and data scientistsŠtruktúra kurzu
Táto časť nie je lokalizovaná
Survival Data Mining
- introduction to survival data mining
- elements of survival analysis
- time-dependent covariates
Survival Models (Self-Study)
- semi-parametric survival models
- parametric survival models
- discrete-time survival models
Flexible Hazard Modeling
- building discrete time hazard models
- grouped expanded data
Hazard Modeling with Big Data
- outcome-dependent sampling
- data truncation
- piecewise constant hazards (self-study)
Predictive Performance
- predictive scoring
- empirical validation
Recurrent Events
- introduction to recurrent events