Abstract
In this article, we have presented a review of existing methods and trends in survival analysis and frailty models. The background has been presented for each topic discussed for survival and frailty models where the presentation flows from original methods to more advanced methods. This article has also shown various current methodologies that exist among survival and frailty models. The advantages and disadvantages of more recent methodologies are presented and discussed in this review. This article is categorized under: Statistical Models > Survival Models Statistical Models > Semiparametric Models.
| Original language | English |
|---|---|
| Article number | e1504 |
| Journal | Wiley Interdisciplinary Reviews: Computational Statistics |
| Volume | 12 |
| Issue number | 6 |
| DOIs | |
| State | Published - 1 Nov 2020 |
Keywords
- Cox model
- competing risks
- copulas
- cure models
- frailty models
- recurrent events
- survival analysis