Ausgabe 1/2024
special issue on Causal Inference
Inhalt (10 Artikel)
Targeted maximum likelihood estimation for causal inference in survival and competing risks analysis
Helene C. W. Rytgaard, Mark J. van der Laan
RKHS-based covariate balancing for survival causal effect estimation
Wu Xue, Xiaoke Zhang, Kwun Chuen Gary Chan, Raymond K. W. Wong
Open Access
Causal inference with recurrent and competing events
Matias Janvin, Jessica G. Young, Pål C. Ryalen, Mats J. Stensrud
Model-based hypothesis tests for the causal mediation of semi-competing risks
Yun-Lin Ho, Ju-Sheng Hong, Yen-Tsung Huang
Open Access
Estimation of separable direct and indirect effects in a continuous-time illness-death model
Marie Skov Breum, Anders Munch, Thomas A. Gerds, Torben Martinussen
Open Access
Dynamic Treatment Regimes Using Bayesian Additive Regression Trees for Censored Outcomes
Xiao Li, Brent R. Logan, S. M. Ferdous Hossain, Erica E. M. Moodie
Causal survival analysis under competing risks using longitudinal modified treatment policies
Iván Díaz, Katherine L. Hoffman, Nima S. Hejazi