Lifetime Data Analysis

Preface

• PREFACE

Jialiang Li, Stijn Vansteelandt

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

Causal inference with recurrent and competing events

• Open Access

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

Estimation of separable direct and indirect effects in a continuous-time illness-death model

• Open Access

Marie Skov Breum, Anders Munch, Thomas A. Gerds, Torben Martinussen

Dynamic Treatment Regimes Using Bayesian Additive Regression Trees for Censored Outcomes

• Open Access

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

Sensitivity Analysis for Observational Studies with Recurrent Events

Jeffrey Zhang, Dylan S. Small

Assessing model prediction performance for the expected cumulative number of recurrent events

Olivier Bouaziz