PNAS

Statistical learning and selective inference [Statistics]

J. Taylor, R. J. Tibshirani.
We describe the problem of “selective inference.” This addresses the following challenge: Having mined a set of data to find potential associations, how do we properly assess the strength of these associations? The fact that we have “cherry-picked”—searched for the strongest associations—means that we must set a higher bar for...