3 citations · 3 across the 3 of their papers we have counts for
4 papers
Optimal sequential decision-making with initiation regimes
Julien D. Laurendeau, Leora Sarvet, Mats J. Stensrud
Consider an optimal dynamic treatment regime, correctly identified from a large, perfectly executed sequentially randomized experiment. Even when the experimenta…
Improved bounds and inference on optimal regimes
Julien D. Laurendeau, Aaron L. Sarvet, Mats J. Stensrud
Point identification of causal effects requires strong assumptions that are unreasonable in many practical settings. However, informative bounds on these effects can often be deriv…
Optimal regimes with limited resources
Aaron L. Sarvet, Julien D. Laurendeau, Mats J. Stensrud
Policy-makers are often faced with the task of distributing a limited supply of resources. To support decision-making in these settings, statisticians are confronted with two chall…
Optimal regimes for algorithm-assisted human decision-making
Mats J. Stensrud, Julien Laurendeau, Aaron L. Sarvet
We consider optimal regimes for algorithm-assisted human decision-making. Such regimes are decision functions of measured pre-treatment variables and, by leveraging natural treatme…