Statistical Learning of Origin-Specific Statically Optimal Individualized Treatment Rules
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[1] James M. Robins,et al. Causal Inference from Complex Longitudinal Data , 1997 .
[2] D. Rubin. [On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies , 1990 .
[3] Mark J van der Laan,et al. History-adjusted marginal structural models for estimating time-varying effect modification. , 2007, American journal of epidemiology.
[4] S. Deeks,et al. Treatment of antiretroviral-drug-resistant HIV-1 infection , 2003, The Lancet.
[5] J. Robins. Correcting for non-compliance in randomized trials using structural nested mean models , 1994 .
[6] J. Robins,et al. Recovery of Information and Adjustment for Dependent Censoring Using Surrogate Markers , 1992 .
[7] J. Robins,et al. Comparison of dynamic treatment regimes via inverse probability weighting. , 2006, Basic & clinical pharmacology & toxicology.
[8] J. Robins. A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect , 1986 .
[9] S. Murphy,et al. Optimal dynamic treatment regimes , 2003 .
[10] M. J. van der Laan,et al. The International Journal of Biostatistics Causal Effect Models for Realistic Individualized Treatment and Intention to Treat Rules , 2011 .
[11] J. Robins,et al. Marginal Structural Models and Causal Inference in Epidemiology , 2000, Epidemiology.
[12] Marshall M Joffe,et al. History-Adjusted Marginal Structural Models and Statically-Optimal Dynamic Treatment Regimens , 2005 .
[13] Erica E M Moodie,et al. Demystifying Optimal Dynamic Treatment Regimes , 2007, Biometrics.
[14] James M. Robins,et al. Marginal Structural Models versus Structural nested Models as Tools for Causal inference , 2000 .
[15] Donald B. Rubin,et al. Bayesian Inference for Causal Effects: The Role of Randomization , 1978 .
[16] J M Robins,et al. Marginal Mean Models for Dynamic Regimes , 2001, Journal of the American Statistical Association.
[17] J. J. Henning,et al. Guidelines for the Use of Antiretroviral Agents in HIV-Infected Adults and Adolescents, January 28, 2000 , 1998, HIV clinical trials.
[18] J. Robins. Addendum to “a new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect” , 1987 .
[19] Philip W. Lavori,et al. A design for testing clinical strategies: biased adaptive within‐subject randomization , 2000 .
[20] James M. Robins,et al. Unified Methods for Censored Longitudinal Data and Causality , 2003 .
[21] J. Robins. Errata to “a new approach to causal intefence in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect” Mathl Modelling 7(9–12), 1393–1512 (1986) , 1987 .
[22] James M. Robins,et al. Optimal Structural Nested Models for Optimal Sequential Decisions , 2004 .
[23] Mark J van der Laan,et al. Individualized treatment rules: Generating candidate clinical trials , 2007, Statistics in medicine.