Near-optimal inference in adaptive linear regression

Koulik Khamaru, Yash Deshpande, Tor Lattimore +2

When data is collected in an adaptive manner, even simple methods like ordinary least squares can exhibit non-normal asymptotic behavior. As an undesirable consequence, hypothesis…