Admissible anytime-valid sequential inference must rely on nonnegative martingales

Aaditya Ramdas, Johannes Ruf, Martin Larsson +1

Confidence sequences, anytime p-values (called p-processes in this paper), and e-processes all enable sequential inference for composite and nonparametric classes of distributions…