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…