Glenn Shafer (Rutgers)

When testing a statistical hypothesis, is it legitimate to deliberate on the basis of initial data about whether and how to collect and analyze further data? My 2019 book with Vladimir Vovk, Game-Theoretic Foundations for Probability and Finance, says YES, provided that you are testing by betting and do not risk more capital than initially committed. Standard statistical theory does not allow such optional continuation.