Curso “Competing risks and multi-state models”
Docente: Jacobo de Uña Álvarez (This email address is being protected from spambots. You need JavaScript enabled to view it. )
Cuándo: 3, 4, 5 y 6 de Junio de 2019 de 11:30 a 14:00 hs
Dónde: Aulas de videoconferencia del MTE (Facultad de Económicas Vigo, Facultad de Matemáticas Santiago de Compostela, Facultad de Informática A Coruña)
Dirigido a doctorandos.
Contenidos:
Introduction. Survival function and hazard function. Right-censoring and left-truncation. Competing risks. Markov and non-Markov multi-state models. Time-homogeneity and time inhomogeneity. Motivating examples (real data).
Competing risks. The competing risks multi-state model. Non-identifiability in the latent failure time model. Cause-specific hazards (transition intensities) and sub-distribution hazards. Cumulative incidence functions. Simulating competing risks data. Nonparametric estimation.
Proportional hazards regression models. Proportional cause-specific hazards model. Proportional sub-distribution hazards model.
The progressive illness-death model. Nonparametric estimation: Markov vs non-Markov. Regression models. Direct binomial regression with time-varying coefficients. General multi-state models.
Review of R packages: survival, cmprsk, etm, mvna, mstate, timereg, idmTPreg, TP.idm, survdim, msm, survminer.
Preinscripción y matrícula: Para doctorandos matriculados en la UVigo, a través de la Secretaría Virtual del 4 al 8 de marzo. Para doctorandos matriculados en USC/UDC, mediante correo electrónico dirigido en el mismo plazo a This email address is being protected from spambots. You need JavaScript enabled to view it. (cc: This email address is being protected from spambots. You need JavaScript enabled to view it. ).