Anderson, Michael L.; Magruder, Jeremy R. - National Bureau of Economic Research - 2022
Formal analysis plans limit false discoveries by registering and multiplicity adjusting statistical tests. As each … registered test reduces power on other tests, researchers prune hypotheses based on prior knowledge, often by combining related …. First, we develop data-driven optimized indices that can yield more powerful tests than evenly-weighted indices. Second, we …