Iv'an D'iaz

Causal mediation analysis for stochastic interventions

Iv'an D'iaz, N. Hejazi, 2019, Journal of the Royal Statistical Society: Series B (Statistical Methodology).

Nonparametric efficient causal mediation with intermediate confounders

Kara E. Rudolph, Kara E Rudolph, M. Laan, 2019, 1912.09936.

Collaborative double robustness using the $e$-score

I. Díaz, Iv'an D'iaz, 2018 .

Doubly robust estimators for the average treatment effect under positivity violations: introducing the $e$-score.

Iv'an D'iaz, 2018, 1807.09148.

Nonparametric causal mediation analysis for stochastic interventional (in)direct effects.

Mark J. van der Laan, Nima S. Hejazi, Kara E. Rudolph, 2020, Biostatistics.

Nonparametric Causal Effects Based on Longitudinal Modified Treatment Policies

E. Schenck, Iv'an D'iaz, K. Hoffman, 2020, 2006.01366.

Optimizing Precision and Power by Machine Learning in Randomized Trials, with an Application to COVID-19

Michael Rosenblum, Nicholas Williams, Iv'an D'iaz, 2021, 2109.04294.

Nonparametric targeted Bayesian estimation of class proportions in unlabeled data.

Oleksander Savenkov, Hooman Kamel, Iv'an D'iaz, 2019, Biostatistics.