High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking

Fan Wang, Sach Mukherjee, Sylvia Richardson, Steven M. Hill. High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking. Statistics and Computing, 30(3):697-719, 2020. [doi]

@article{WangMRH20,
  title = {High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking},
  author = {Fan Wang and Sach Mukherjee and Sylvia Richardson and Steven M. Hill},
  year = {2020},
  doi = {10.1007/s11222-019-09914-9},
  url = {https://doi.org/10.1007/s11222-019-09914-9},
  researchr = {https://researchr.org/publication/WangMRH20},
  cites = {0},
  citedby = {0},
  journal = {Statistics and Computing},
  volume = {30},
  number = {3},
  pages = {697-719},
}