8 citations · 8 across the 1 of their papers we have counts for
3 papers
stat.CO2018
Subgroup Identification Using the personalized Package
Jared D. Huling, Menggang Yu
A plethora of disparate statistical methods have been proposed for subgroup identification to help tailor treatment decisions for patients. However a majority of them do not have c…
stat.ME2018
Selection and Estimation Optimality in High Dimensions with the TWIN Penalty
Xiaowu Dai, Jared D. Huling
We introduce a novel class of variable selection penalties called TWIN, which provides sensible data-adaptive penalization. Under a linear sparsity regime and random Gaussian desig…
stat.CO2018★ 8 cited
Fast Penalized Regression and Cross Validation for Tall Data with the oem Package
Jared D. Huling, Peter Z. G. Qian
A large body of research has focused on theory and computation for variable selection techniques for high dimensional data. There has been substantially less work in the big tall d…