Selective inference for group-sparse linear models

Fan Yang, Rina Foygel Barber, Prateek Jain, John Lafferty

Neural Information Processing Systems 

The fundamental challenge is that after the data have been used to select a set of coefficients to be studied, this selection event must then be accounted for when performing inference, using the same data.

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