184 citations · 449 across the 32 of their papers we have counts for
Showing 2016 · stat.MEShow all
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stat.ME2016★ 48 cited
Linear Hypothesis Testing in Dense High-Dimensional Linear Models
Yinchu Zhu, Jelena Bradic
We propose a methodology for testing linear hypothesis in high-dimensional linear models. The proposed test does not impose any restriction on the size of the model, i.e. model spa…
stat.ME2016★ 30 cited
Significance testing in non-sparse high-dimensional linear models
Yinchu Zhu, Jelena Bradic
In high-dimensional linear models, the sparsity assumption is typically made, stating that most of the parameters are equal to zero. Under the sparsity assumption, estimation and,…