3 citations · 5 across the 3 of their papers we have counts for
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stat.ME2020★ 1 cited
Doubly Robust Adaptive LASSO for Effect Modifier Discovery
Asma Bahamyirou, Mireille E. Schnitzer, Edward H. Kennedy +2
Effect modification occurs when the effect of the treatment on an outcome differs according to the level of a third variable (the effect modifier, EM). A natural way to assess effe…
stat.ME2017★ 3 cited
Performance Assessment of High-dimensional Variable Identification
Yanjia Yu, Yi Yang, Yuhong Yang
Since model selection is ubiquitous in data analysis, reproducibility of statistical results demands a serious evaluation of reliability of the employed model selection method, no…
stat.ME2016★ 1 cited
Sparsity Oriented Importance Learning for High-dimensional Linear Regression
Chenglong Ye, Yi Yang, Yuhong Yang
With now well-recognized non-negligible model selection uncertainty, data analysts should no longer be satisfied with the output of a single final model from a model selection proc…