A likelihood-ratio process for one-sided testing is a valid e-process under the enlarged null whenever the sufficient statistic has the monotone likelihood ratio property.
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Supermartingales for One-Sided Tests: Sufficient Monotone Likelihood Ratios are Sufficient
A likelihood-ratio process for one-sided testing is a valid e-process under the enlarged null whenever the sufficient statistic has the monotone likelihood ratio property.