Nonparametric estimation from proportional hazards competing risks data under selection bias

2005 ◽  
Vol 17 (6) ◽  
pp. 717-731
Author(s):  
Jean-Yves Dauxois ◽  
Agathe Guilloux ◽  
Syed N. U. A. Kirmani
Keyword(s):  
Selection Bias ◽  
Competing Risks ◽  
Nonparametric Estimation ◽  
Proportional Hazards ◽  
Competing Risks Data

scholarly journals Nonparametric estimation with recurrent competing risks data

2013 ◽  
Vol 20 (4) ◽  
pp. 514-537 ◽  
Author(s):  
Laura L. Taylor ◽  
Edsel A. Peña
Keyword(s):  
Competing Risks ◽  
Nonparametric Estimation ◽  
Competing Risks Data

scholarly journals A competing risks model with time‐varying heterogeneity and simultaneous failure

2020 ◽  
Vol 11 (2) ◽  
pp. 535-577 ◽  
Author(s):  
Ruixuan Liu
Keyword(s):  
Competing Risks ◽  
Proportional Hazards ◽  
Proportional Hazards Model ◽  
Estimation Procedure ◽  
Time Varying ◽  
Competing Risks Model ◽  
Hazards Model ◽  
Competing Risks Data ◽  
Passage Times ◽  
Lévy Subordinators

This paper proposes a new bivariate competing risks model in which both durations are the first passage times of dependent Lévy subordinators with exponential thresholds and multiplicative covariates effects. Our specification extends the mixed proportional hazards model, as it allows for the time‐varying heterogeneity represented by the unobservable Lévy processes and it generates the simultaneous termination of both durations with positive probability. We obtain nonparametric identification of all model primitives given competing risks data. A flexible semiparametric estimation procedure is provided and illustrated through the analysis of a real dataset.

Analysing multicentre competing risks data with a mixed proportional hazards model for the subdistribution

2006 ◽  
Vol 25 (24) ◽  
pp. 4267-4278 ◽  
Author(s):  
Sandrine Katsahian ◽  
Matthieu Resche-Rigon ◽  
Sylvie Chevret ◽  
Raphaël Porcher
Keyword(s):  
Competing Risks ◽  
Proportional Hazards ◽  
Proportional Hazards Model ◽  
Hazards Model ◽  
Competing Risks Data ◽  
Mixed Proportional Hazards
Sign in / Sign up

Export Citation Format

Share Document