183 citations · 348 across the 27 of their papers we have counts for
Showing 2018 · stat.MEShow all
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stat.ME2018
Generalization error for decision problems
Eric B. Laber, Min Qian
In this entry we review the generalization error for classification and single-stage decision problems. We distinguish three alternative definitions of the generalization error whi…
stat.ME2018★ 2 cited
Variable selection using pseudo-variables
Wenhao Hu, Eric Laber, Leonard Stefanski
Penalized regression has become a standard tool for model building across a wide range of application domains. Common practice is to tune the amount of penalization to tradeoff bia…