Nonmyopic and pseudo-nonmyopic approaches to optimal sequential design in the presence of covariates

Mia S. Tackney, David C. Woods, Ilya Shpitser

In sequential experiments, subjects become available for the study over a period of time, and covariates are often measured at the time of arrival. We consider the setting where th…