Oleg Sofrygin

发表

Exploiting nonsystematic covariate monitoring to broaden the scope of evidence about the causal effects of adaptive treatment strategies

Romain Neugebauer, Noémi Kreif, Oleg Sofrygin, 2020, Biometrics.

Conducting Simulations in Causal Inference with Networks-Based Structural Equation Models

Mark J. van der Laan, Romain Neugebauer, Oleg Sofrygin, 2017, 1705.10376.

Learning to learn from data: Using deep adversarial learning to construct optimal statistical procedures

Noah Simon, Oleg Sofrygin, Marco Carone, 2020, Science Advances.

Causal Inference in Longitudinal Network-Dependent Data

Mark J. van der Laan, Oleg Sofrygin, M. Laan, 2018 .

Robust and Flexible Estimation of Stochastic Mediation Effects: A Proposed Method and Example in a Randomized Trial Setting

Oleg Sofrygin, Wenjing Zheng, Kara E. Rudolph, 2017, Epidemiologic methods.

Complier Stochastic Direct Effects: Identification and Robust Estimation

Oleg Sofrygin, Kara E Rudolph, Mark J van der Laan, 2018, Journal of the American Statistical Association.

Semi-Parametric Estimation in Network Data and Tools for Conducting Complex Simulation Studies in Causal Inference - eScholarship

Oleg Sofrygin, 2016 .

Targeted Maximum Likelihood Estimation for Network Data

Mark J. van der Laan, Oleg Sofrygin, 2015 .

Simulating Longitudinal Data with Causal Inference Applications

Mark J. van der Laan, Romain Neugebauer, Oleg Sofrygin, 2015 .

Targeted learning with daily EHR data

Romain Neugebauer, Oleg Sofrygin, Julie A Schmittdiel, 2017, Statistics in medicine.

simcausal R Package: Conducting Transparent and Reproducible Simulation Studies of Causal Effect Estimation with Complex Longitudinal Data.

Romain Neugebauer, Oleg Sofrygin, Mark J van der Laan, 2017, Journal of statistical software.

Child Growth Trajectory Rallies Update Page

Oleg Sofrygin, John M Colford, Ryan P. Hafen, 2017 .

Semi-Parametric Estimation and Inference for the Mean Outcome of the Single Time-Point Intervention in a Causally Connected Population

Oleg Sofrygin, Mark J. van der Laan, M. J. van der Laan, 2016, Journal of causal inference.

Sequential Double Robustness in Right-Censored Longitudinal Models

Marco Carone, Oleg Sofrygin, Alexander R. Luedtke, 2017, 1705.02459.