801 citations
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math.ST2013★ 31 cited
General theory for interactions in sufficient cause models with dichotomous exposures
Tyler J. VanderWeele, Thomas S. Richardson
The sufficient-component cause framework assumes the existence of sets of sufficient causes that bring about an event. For a binary outcome and an arbitrary number of binary causes…
stat.ME2013★ 3 cited
Introduction to the Special Issue on Sparsity and Regularization Methods
Jon Wellner, Tong Zhang
Traditional statistical inference considers relatively small data sets and the corresponding theoretical analysis focuses on the asymptotic behavior of a statistical estimator when…