Randomization tests for adaptively collected data

Y Nair, L Janson - arxiv preprint arxiv:2301.05365, 2023 - arxiv.org
Randomization testing is a fundamental method in statistics, enabling inferential tasks such
as testing for (conditional) independence of random variables, constructing confidence …

Statistical inference after adaptive sampling for longitudinal data

KW Zhang, L Janson, SA Murphy - arxiv preprint arxiv:2202.07098, 2022 - arxiv.org
Online reinforcement learning and other adaptive sampling algorithms are increasingly used
in digital intervention experiments to optimize treatment delivery for users over time. In this …