Distribution-uniform anytime-valid sequential inference and the Robbins-Siegmund distributions

Ian Waudby-Smith, Edward H. Kennedy, Aaditya Ramdas

This paper develops a theory of distribution- and time-uniform asymptotics, culminating in the first large-sample anytime-valid inference procedures that are shown to be uniformly…