3 papers
stat.ME2026
Multi-Armed Sequential Hypothesis Testing by Betting
Ricardo J. Sandoval, Ian Waudby-Smith, Michael I. Jordan
We consider a variant of sequential testing by betting where, at each time step, the statistician is presented with multiple data sources (arms) and obtains data by choosing one of…
stat.ME2026
On Nonasymptotic Confidence Intervals for Treatment Effects in Randomized Experiments
Ricardo J. Sandoval, Sivaraman Balakrishnan, Avi Feller +2
We study nonasymptotic (finite-sample) confidence intervals for treatment effects in randomized experiments. In the existing literature, the effective sample sizes of nonasymptotic…
math.ST2025
Universal Log-Optimality for General Classes of e-processes and Sequential Hypothesis Tests
Ian Waudby-Smith, Ricardo Sandoval, Michael I. Jordan
We consider the problem of sequential hypothesis testing by betting. For a general class of composite testing problems -- which include bounded mean testing, equal mean testing for…