Analysing the time until something happens, when for some people it has not happened yet. Those people are censored rather than missing — they carry information right up to the moment they leave, and the methods here are the ones that use it.
Also called time-to-event analysis, event history analysis.
Narrower methods5
Learn it2
Survival analysis Multilevel survival analysisTaught live by the team, online, two to three times a year.
Fit it2
Try it now3
When the hazard ratio misleads Which model do I need? Sample size & power calculatorRuns in your browser. Nothing installed, nothing uploaded.
Worked through12
Multilevel (hierarchical) survival models What is survival analysis? What is censoring? What is the Cox model? What is the proportional hazards assumption? What is landmark analysis? What a hazard ratio means when hazards are not proportional What is non-collapsibility? RMST or a hazard ratio? Survival analysis with interval censoring A user-defined / custom hazard model Fitting your first model in merlin
The evidence77
- Variable Association of Neighborhood Deprivation and Race With Postoperative Survival After Coronary Artery Bypass Grafting.
- Time-Varying Hormonal Treatment and Metastasis-Free Survival Among ER+ Breast Cancer Patients: A Natural History Modelling Approach.
- Survival in mantle cell lymphoma patients burdened by a second primary malignancy.
- Standardized survival probabilities and contrasts between hierarchical units in multilevel survival models.
- SAVR and TAVR in Dialysis-Dependent Patients: Are We Improving Survival Beyond Medical Management?
- Multiarterial Grafting and Survival After Coronary Artery Bypass Grafting.
Where it decided something1