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JAMA
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December 17, 2025
Reinforcement Learning for Finding Optimal Dynamic Treatment Regimes Using Observational Data
Marco Carone, Andrea Rotnitzky
Annals of Statistics
|
July 25, 2020
A UNIFIED STUDY OF NONPARAMETRIC INFERENCE FOR MONOTONE FUNCTIONS
Ted Westling, Marco Carone
Statistical Methods in Medical Research
|
March 25, 2017
The Balance Super Learner: A robust adaptation of the Super Learner to improve estimation of the average treatment effect in the treated based on propensity score matching
Romain Pirracchio, Marco Carone
Epidemiology (Cambridge, Mass.)
|
August 21, 2019
In Pursuit of Evidence in Air Pollution Epidemiology: The Role of Causally Driven Data Science
Marco Carone, Francesca Dominici, Lianne Sheppard
Journal of the Royal Statistical Society. Series B, Statistical Methodology
|
March 11, 2026
Inference on function-valued parameters using a restricted score test
Aaron Hudson, Marco Carone, Ali Shojaie
Bernoulli : Official Journal of the Bernoulli Society for Mathematical Statistics and Probability
|
November 4, 2021
Universal sieve-based strategies for efficient estimation using machine learning tools
Hongxiang Qiu, Alex Luedtke, Marco Carone
Journal of the Royal Statistical Society. Series B, Statistical Methodology
|
May 14, 2021
Causal Isotonic Regression
Ted Westling, Peter Gilbert, Marco Carone
Statistical Science : a Review Journal of the Institute of Mathematical Statistics
|
June 26, 2020
Comment: Models as (deliberate) approximations
David Whitney, Ali Shojaie, Marco Carone
Journal of Causal Inference
|
February 7, 2024
Individualized treatment rules under stochastic treatment cost constraints
Hongxiang Qiu, Marco Carone, Alex Luedtke
Annals of Statistics
|
June 29, 2026
Towards a Unified Theory for Semiparametric Data Fusion with Individual-Level Data
Ellen Graham, Marco Carone, Andrea Rotnitzky
Page
of 11
Search research articles
Search
Showing results (1-10 of 104) with videos related to
Sort By:
Page
of 11
JAMA
|
December 17, 2025
Reinforcement Learning for Finding Optimal Dynamic Treatment Regimes Using Observational Data
Marco Carone, Andrea Rotnitzky
Annals of Statistics
|
July 25, 2020
A UNIFIED STUDY OF NONPARAMETRIC INFERENCE FOR MONOTONE FUNCTIONS
Ted Westling, Marco Carone
Statistical Methods in Medical Research
|
March 25, 2017
The Balance Super Learner: A robust adaptation of the Super Learner to improve estimation of the average treatment effect in the treated based on propensity score matching
Romain Pirracchio, Marco Carone
Epidemiology (Cambridge, Mass.)
|
August 21, 2019
In Pursuit of Evidence in Air Pollution Epidemiology: The Role of Causally Driven Data Science
Marco Carone, Francesca Dominici, Lianne Sheppard
Journal of the Royal Statistical Society. Series B, Statistical Methodology
|
March 11, 2026
Inference on function-valued parameters using a restricted score test
Aaron Hudson, Marco Carone, Ali Shojaie
Bernoulli : Official Journal of the Bernoulli Society for Mathematical Statistics and Probability
|
November 4, 2021
Universal sieve-based strategies for efficient estimation using machine learning tools
Hongxiang Qiu, Alex Luedtke, Marco Carone
Journal of the Royal Statistical Society. Series B, Statistical Methodology
|
May 14, 2021
Causal Isotonic Regression
Ted Westling, Peter Gilbert, Marco Carone
Statistical Science : a Review Journal of the Institute of Mathematical Statistics
|
June 26, 2020
Comment: Models as (deliberate) approximations
David Whitney, Ali Shojaie, Marco Carone
Journal of Causal Inference
|
February 7, 2024
Individualized treatment rules under stochastic treatment cost constraints
Hongxiang Qiu, Marco Carone, Alex Luedtke
Annals of Statistics
|
June 29, 2026
Towards a Unified Theory for Semiparametric Data Fusion with Individual-Level Data
Ellen Graham, Marco Carone, Andrea Rotnitzky
Page
of 11