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Directional replicability: When can the factor of two be omitted
Vera Djordjilović1, Tamar Sofer2,3,4, Jonathan M Dreyfuss5
1Department of Economics, Ca' Foscari University of Venice, Venice, Italy.
Abstract:
Directional replicability addresses the question of whether an effect studied across independent studies is present with the same direction in at least of them, for . When the expected direction of the effect is not specified in advance, the state of the art recommends assessing replicability separately by combining one-sided -values for both directions (left and right), and then doubling the smaller of the two resulting combined -values to account for multiple testing. In this work, we show that this multiplicative correction is not always necessary, and give a sufficient and necessary condition under which it can be safely omitted.
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