Laboratory

Statistical Demography

At a Glance Projects Publications Team

Project

Multiple Time Scales in Survival and Event-History Models (Dissertation)

Angela Carollo, Jutta Gampe, Hein Putter (Leiden University Medical Center, Netherlands); in Collaboration with Paul H.C. Eilers (Erasmus University Rotterdam, Netherlands)

Standard event-history analysis models the occurrence of events along a single time axis of interest. However, in many applications several time scales are relevant, and this project develops methods to model the hazard of events over multiple time scales simultaneously.  Detailed Description

Publications

Carollo, A.; Eilers, P. H. C.; Putter, H.; Gampe, J.:

Smooth hazards with multiple time scales

Statistics in Medicine, 1–15. (2024)    

Carollo, A.; Putter, H.; Eilers, P. H. C.; Gampe, J.:

Competing risks models with two time scales

arXiv e-prints 2408.15058. unpublished. (2024)    

Carollo, A.; Eilers, P. H. C.; Putter, H.; Gampe, J.:

Smooth hazards with multiple time scales

arXiv e-prints 2305.09342. unpublished. (2023)    

Carollo, A.; Putter, H.; Eilers, P. H. C.; Gampe, J.:

Event history analysis with two time scales: an application to transitions out of cohabitation

SocArXiv papers. unpublished. (2023)    

Carollo, A.; Putter, H.; Eilers, P. H. C.; Gampe, J.:

Competing risks models with two time scales

In: Proceedings of the 36th International Workshop on Statistical Modelling (IWSM), Trieste, Italy, 18–22 July 2022, 123–128. Trieste: EUT Edizioni Università di Trieste. (2022)    

Carollo, A.; Putter, H.; Eilers, P. H. C.; Gampe, J.:

Hazard smoothing along two time scales

In: Proceedings of the 35th International Workshop on Statistical Modelling: July 20-24, 2020, Bilbao, Basque Country, Spain, 31–34. Bilbao: Servicio Editorial de la Universidad del País Vasco / Euskal Herriko Unibertsitateko Argitalpen Zerbitzua. (2020)