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STATISTICAL INFERENCE FOR THE MEAN OUTCOME UNDER A POSSIBLY NON-UNIQUE OPTIMAL TREATMENT STRATEGY

The Annals of statistics, 2016-04, Vol.44 (2), p.713-742

2016

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Super-Learning of an Optimal Dynamic Treatment Rule

The international journal of biostatistics, 2016-05, Vol.12 (1), p.305-332

2016

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Optimal Individualized Treatments in Resource-Limited Settings

The international journal of biostatistics, 2016-05, Vol.12 (1), p.283-303

2016

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Evaluating the impact of treating the optimal subgroup

Statistical methods in medical research, 2017-08, Vol.26 (4), p.1630-1640

2017

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Racial/Ethnic Differences in the Role of Childhood Adversities for Mental Disorders Among a Nationally Representative Sample of Adolescents

Epidemiology (Cambridge, Mass.), 2016-09, Vol.27 (5), p.697-704

2016

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Targeted Learning of the Mean Outcome under an Optimal Dynamic Treatment Rule

Journal of causal inference, 2015-03, Vol.3 (1), p.61-95

2015

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An omnibus non-parametric test of equality in distribution for unknown functions

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2019-02, Vol.81 (1), p.75-99

2019

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Assessing the incremental value of new biomarkers based on OR rules

Biostatistics (Oxford, England), 2020-07, Vol.21 (3), p.594-609

2020

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Statistical Learning Methods to Determine Immune Correlates of Herpes Zoster in Vaccine Efficacy Trials

The Journal of infectious diseases, 2018-09, Vol.218 (suppl_2), p.S99-S101

2018

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Toward Computerized Efficient Estimation in Infinite-Dimensional Models

Journal of the American Statistical Association, 2019-07, Vol.114 (527), p.1174-1190

2019

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Parametric-Rate Inference for One-Sided Differentiable Parameters

Journal of the American Statistical Association, 2018-04, Vol.113 (522), p.780-788

2018

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The optimal dynamic treatment rule superlearner: considerations, performance, and application to criminal justice interventions

The international journal of biostatistics, 2023-05, Vol.19 (1), p.217-238

2023

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Discussion of "Deductive derivation and turing-computerization of semiparametric efficient estimation" by Frangakis et al

Biometrics, 2015-12, Vol.71 (4), p.875-879

2015

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Discussion of Identification, Estimation and Approximation of Risk under Interventions that Depend on the Natural Value of Treatment Using Observational Data, by Jessica Young, Miguel Hernán, and James Robins

Epidemiologic methods, 2014-12, Vol.3 (1), p.21-31

2014

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Journal of the American Statistical Association, 2016-12, Vol.111 (516), p.1526

2016

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Journal of the American Statistical Association, 2016-10, Vol.111 (516), p.1526-1530

2016

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Journal of the American Statistical Association, 2016-10, Vol.111 (516), p.1526-1530

2016

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Journal of the American Statistical Association, 2016-01, Vol.111 (516), p.1526-1530

2016

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Journal of the American Statistical Association, 2016, Vol.111 (516), p.1526

2016

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Journal of the American Statistical Association, 2016-01, Vol.111 (516), p.1526-1530

2016

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Sensitivity Analysis

Targeted Learning in Data Science, p.511-522

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Optimal Individualized Treatments Under Limited Resources

Targeted Learning in Data Science, p.419-435

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Optimal Dynamic Treatment Rules

Targeted Learning in Data Science, p.399-417

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CV-TMLE for Nonpathwise Differentiable Target Parameters

Targeted Learning in Data Science, p.455-481

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STATISTICAL INFERENCE FOR THE MEAN OUTCOME UNDER A POSSIBLY NON-UNIQUE OPTIMAL TREATMENT STRATEGY

Super-Learning of an Optimal Dynamic Treatment Rule

Optimal Individualized Treatments in Resource-Limited Settings

Evaluating the impact of treating the optimal subgroup

Racial/Ethnic Differences in the Role of Childhood Adversities for Mental Disorders Among a Nationally Representative Sample of Adolescents

Targeted Learning of the Mean Outcome under an Optimal Dynamic Treatment Rule

The Appalachia Mind Health Initiative (AMHI): a pragmatic randomized clinical trial of adjunctive internet-based cognitive behavior therapy for treating major depressive disorder among primary care patients

An omnibus non-parametric test of equality in distribution for unknown functions

Assessing the incremental value of new biomarkers based on OR rules

Statistical Learning Methods to Determine Immune Correlates of Herpes Zoster in Vaccine Efficacy Trials

Toward Computerized Efficient Estimation in Infinite-Dimensional Models

Parametric-Rate Inference for One-Sided Differentiable Parameters

The optimal dynamic treatment rule superlearner: considerations, performance, and application to criminal justice interventions

Discussion of "Deductive derivation and turing-computerization of semiparametric efficient estimation" by Frangakis et al

Discussion of Identification, Estimation and Approximation of Risk under Interventions that Depend on the Natural Value of Treatment Using Observational Data, by Jessica Young, Miguel Hernán, and James Robins

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Sensitivity Analysis

Optimal Individualized Treatments Under Limited Resources

Optimal Dynamic Treatment Rules

CV-TMLE for Nonpathwise Differentiable Target Parameters

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