395 citations · 692 across the 25 of their papers we have counts for
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stat.ME2017★ 2 cited
Model Selection Confidence Sets by Likelihood Ratio Testing
Chao Zheng, Davide Ferrari, Yuhong Yang
The traditional activity of model selection aims at discovering a single model superior to other candidate models. In the presence of pronounced noise, however, multiple models are…
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…