Continuous-time targeted minimum loss-based estimation of intervention-specific mean outcomes
Author:
Affiliation:
1. Section of Biostatistics, University of Copenhagen
2. Division of Biostatistics and Center for Targeted Machine Learning and Causal Inference, University of California, Berkeley
Publisher
Institute of Mathematical Statistics
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Reference54 articles.
1. van der Laan, M. J. and Rubin, D. (2006). Targeted maximum likelihood learning. Int. J. Biostat. 2 Art. 11, 40.
2. Andersen, P. K., Borgan, Ø., Gill, R. D. and Keiding, N. (1993). Statistical Models Based on Counting Processes. Springer Series in Statistics. Springer, New York.
3. MARTINUSSEN, T., VANSTEELANDT, S. and ANDERSEN, P. K. (2020). Subtleties in the interpretation of hazard contrasts. Lifetime Data Anal. 26 833–855.
4. ZHANG, B., TSIATIS, A. A., LABER, E. B. and DAVIDIAN, M. (2012). A robust method for estimating optimal treatment regimes. Biometrics 68 1010–1018.
5. ZHANG, B., TSIATIS, A. A., LABER, E. B. and DAVIDIAN, M. (2013). Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. Biometrika 100 681–694.
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