Power-one sequential tests exist for testing any weakly compact null set of distributions against its complement.
Some Nonparametric Sequential Tests with Power One
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Power one sequential tests exist for weakly compact $\mathscr P$ against $\mathscr P^c$
Power-one sequential tests exist for testing any weakly compact null set of distributions against its complement.