Volume 30, Issue 1

Search all Lifetime Data Analysis articles

January 2024

special issue on Causal Inference

Issue Editors:

Li Jialiang,
Stijn Vansteelandt

10 articles in this issue

Preface
Jialiang Li
Stijn Vansteelandt
PREFACE 27 December 2023 Pages: 1 - 3
Targeted maximum likelihood estimation for causal inference in survival and competing risks analysis
Helene C. W. Rytgaard
Mark J. van der Laan
OriginalPaper 07 November 2022 Pages: 4 - 33
Part of 1 collection:

Causal Inference in Lifetime Data Science
RKHS-based covariate balancing for survival causal effect estimation
Wu Xue
Xiaoke Zhang
Raymond K. W. Wong
OriginalPaper 23 February 2023 Pages: 34 - 58
Part of 1 collection:

Causal Inference in Lifetime Data Science
Causal inference with recurrent and competing events
Matias Janvin
Jessica G. Young
Mats J. Stensrud
OriginalPaper Open access 12 May 2023 Pages: 59 - 118
Part of 1 collection:

Causal Inference in Lifetime Data Science
Model-based hypothesis tests for the causal mediation of semi-competing risks
Yun-Lin Ho
Ju-Sheng Hong
Yen-Tsung Huang
OriginalPaper 22 March 2023 Pages: 119 - 142
Part of 1 collection:

Causal Inference in Lifetime Data Science
Estimation of separable direct and indirect effects in a continuous-time illness-death model
Marie Skov Breum
Anders Munch
Torben Martinussen
OriginalPaper Open access 04 June 2023 Pages: 143 - 180
Part of 1 collection:

Causal Inference in Lifetime Data Science
Dynamic Treatment Regimes Using Bayesian Additive Regression Trees for Censored Outcomes
Xiao Li
Brent R. Logan
Erica E. M. Moodie
OriginalPaper Open access 02 September 2023 Pages: 181 - 212
Part of 1 collection:

Causal Inference in Lifetime Data Science
Causal survival analysis under competing risks using longitudinal modified treatment policies
Iván Díaz
Katherine L. Hoffman
Nima S. Hejazi
OriginalPaper 24 August 2023 Pages: 213 - 236
Part of 1 collection:

Causal Inference in Lifetime Data Science
Sensitivity Analysis for Observational Studies with Recurrent Events
Jeffrey Zhang
Dylan S. Small
OriginalPaper 12 August 2023 Pages: 237 - 261
Part of 1 collection:

Causal Inference in Lifetime Data Science
Assessing model prediction performance for the expected cumulative number of recurrent events
Olivier Bouaziz
OriginalPaper 17 November 2023 Pages: 262 - 289

Volume 30, Issue 1

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