To cite SMLE package in publications use:

Zang Q, Xu C, Burkett K (2020). SMLE:An R Package for Joint Feature Screening in Ultrahigh-dimensional GLMs.

To cite SMLE in publications use:

Zang Q, Xu C, Burkett K (2025). “SMLE: An R Package for Joint Feature Screening in Ultrahigh-Dimensional GLMs.” Journal of Statistical Software, 115(8), 1–29. doi:10.18637/jss.v115.i08.

To cite SMLE method in publications use:

Xu C, Chen J (2014). “The sparse MLE for ultrahigh-dimensional feature screening.” Journal of the American Statistical Association, 109(507), 1257-1269.

Corresponding BibTeX entries:

  @Manual{,
    title = {{SMLE}:An {R} Package for Joint Feature Screening in
      Ultrahigh-dimensional GLMs},
    author = {Qianxiang Zang and Chen Xu and Kelly Burkett},
    year = {2020},
  }

  @Article{,
    title = {{SMLE}: An {R} Package for Joint Feature Screening in
      Ultrahigh-Dimensional {GLM}s},
    author = {Qianxiang Zang and Chen Xu and Kelly Burkett},
    journal = {Journal of Statistical Software},
    year = {2025},
    volume = {115},
    number = {8},
    pages = {1--29},
    doi = {10.18637/jss.v115.i08},
  }

  @Article{,
    title = {The sparse MLE for ultrahigh-dimensional feature
      screening},
    author = {Chen Xu and Jiahua Chen},
    journal = {Journal of the American Statistical Association},
    volume = {109},
    number = {507},
    pages = {1257-1269},
    year = {2014},
  }