Comparing the Chosen : Selection Bias When Selection Is Competitive
Noe, Thomas (06.12.2019)
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Volyymi
128Numero
1 ; January
2020
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:bof-202002181107Tiivistelmä
Consider a decision maker who selects between paired random draws from two unconditional distributions, always selecting the larger draw in the pair. When will the resulting selection-conditioned distributions be ordered by first-order stochastic or monotone likelihood ratio dominance? In various guises, this question arises in many economic contexts—tournaments, contests, auctions, cheap-talk games, announcement returns, qualitative choice models, and treatment effects under self-selection. This paper develops simple, applicable characterizations of the properties of unconditional distributions that result in dominance conditioned on selection and uses these characterizations to analyze a number of economic selection problems.