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List of works by Maya L. Petersen

A new approach to hierarchical data analysis: Targeted maximum likelihood estimation for the causal effect of a cluster-level exposure

scientific article published on 19 June 2018

ADAPTIVE MATCHING IN RANDOMIZED TRIALS AND OBSERVATIONAL STUDIES.

scientific article published on December 2012

AUC-Maximizing Ensembles through Metalearning.

scientific article

Adaptive pair-matching in randomized trials with unbiased and efficient effect estimation.

scientific article

Adaptive pre-specification in randomized trials with and without pair-matching

scientific article

Assessing the effectiveness of antiretroviral adherence interventions. Using marginal structural models to replicate the findings of randomized controlled trials

scientific article published in December 2006

Biomarker discovery using targeted maximum-likelihood estimation: application to the treatment of antiretroviral-resistant HIV infection

scientific article

Causal effect models for realistic individualized treatment and intention to treat rules.

scientific article published in January 2007

Cross-Validated Bagged Learning

scientific article

Diagnosing and responding to violations in the positivity assumption ⬇️

scientific article published on October 28, 2010

Direct Effect Models ⬇️

scientific article published on January 1, 2008

Doubly Robust and Efficient Estimation of Marginal Structural Models for the Hazard Function.

scientific article

Estimating the Effect of a Community-Based Intervention with Two Communities

scientific article published on May 2013

Estimation of direct causal effects

scientific article

Far from MCAR: Obtaining population-level estimates of HIV viral suppression

scientific article published on 20 May 2020

History-adjusted marginal structural models for estimating time-varying effect modification

scientific article published on 17 September 2007

Individualized treatment rules: generating candidate clinical trials

scientific article published on November 2007

Long-term consequences of the delay between virologic failure of highly active antiretroviral therapy and regimen modification

scientific article published on October 2008

Petersen et al. Respond to "Effect Modification by Time-varying Covariates" ⬇️

scientific article published on November 1, 2007

Pillbox organizers are associated with improved adherence to HIV antiretroviral therapy and viral suppression: a marginal structural model analysis

scientific article published on 20 August 2007

Statistical learning of origin-specific statically optimal individualized treatment rules.

scientific article

Super Learner Analysis of Electronic Adherence Data Improves Viral Prediction and May Provide Strategies for Selective HIV RNA Monitoring

scientific article

Super learning: an application to the prediction of HIV-1 drug resistance

scientific article published on 23 February 2007

Targeted estimation and inference for the sample average treatment effect in trials with and without pair-matching.

scientific article published on 18 April 2016

Virologic efficacy of boosted double versus boosted single protease inhibitor therapy

scientific article published on July 2007

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