565 citations · 2.9k across the 63 of their papers we have counts for
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Selective Sequential Model Selection
William Fithian, Jonathan Taylor, Robert Tibshirani +1
Many model selection algorithms produce a path of fits specifying a sequence of increasingly complex models. Given such a sequence and the data used to produce them, we consider th…
Uniform Asymptotic Inference and the Bootstrap After Model Selection
Ryan J. Tibshirani, Alessandro Rinaldo, Robert Tibshirani +1
Recently, Tibshirani et al. (2016) proposed a method for making inferences about parameters defined by model selection, in a typical regression setting with normally distributed er…
High-Dimensional Longitudinal Classification with the Multinomial Fused Lasso
Samrachana Adhikari, Fabrizio Lecci, James T. Becker +4
We study regularized estimation in high-dimensional longitudinal classification problems, using the lasso and fused lasso regularizers. The constructed coefficient estimates are pi…