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Review of current advances in survival analysis and frailty models
Author(s) -
Govindarajulu Usha S.,
D'Agostino Ralph B.
Publication year - 2020
Publication title -
wiley interdisciplinary reviews: computational statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.693
H-Index - 38
eISSN - 1939-0068
pISSN - 1939-5108
DOI - 10.1002/wics.1504
Subject(s) - survival analysis , computer science , presentation (obstetrics) , statistical model , current (fluid) , medicine , artificial intelligence , engineering , statistics , mathematics , electrical engineering , radiology
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