Score contribution per author:
α: calibrated so average coauthorship-adjusted count equals average raw count
We relate models based on costs of switching beliefs (e.g., due to inattention) to hypothesis tests. Specifically, for an inference problem with a penalty for mistakes and for switching the inferred value, a band of inaction is optimal. We show this band is equivalent to a confidence interval, and therefore to a two-sided hypothesis test.