We respond to the three comments on our recent article in the August issue of Academy of Management Perspectives (Le, Oh, Shaffer, & Schmidt, 2007), which highlights the importance of methodological advances in human resource research. By concentrating on tangential aspects of our article, these...

We consider the Unimodal Multi-Armed Bandit problem where the goal is to find the optimal price under an unknown unimodal reward function, with an additional "markdown" constraint that requires that the price exploration is non-increasing. This markdown optimization problem faithfully models a...

This paper addresses a set of active learning problems that occur in the development of liquid biopsies via the lens of active sequential hypothesis testing (ASHT). In the problem of ASHT, a learner seeks to identify the true hypothesis from among a known set of hypotheses. The learner is given...