To cite package 'bst' in publications use:

Wang Z (2022). bst: Gradient Boosting. R package version 0.3-24, https://CRAN.R-project.org/package=bst.

Wang Z (2011). “HingeBoost: ROC-Based Boost for Classification and Variable Selection.” The International Journal of Biostatistics, 7(1), Article 13.

Wang Z (2012). “Multi-class HingeBoost: Method and Application to the Classification of Cancer Types Using Gene Expression Data.” Methods of Information in Medicine, 51(2), 162–167.

Wang Z (2018). “Quadratic Majorization for Nonconvex Loss with Applications to the Boosting Algorithm.” Journal of Computational and Graphical Statistics, 27(3), 491-502. doi:10.1080/10618600.2018.1424635.

Wang Z (2018). “Robust boosting with truncated loss functions.” Electronic Journal of Statistics, 12(1), 599–650. doi:10.1214/18-EJS1404.

Use ‘toBibtex(citation("bst"))’ to extract BibTeX references.

Corresponding BibTeX entries:

  @Manual{,
    title = {bst: Gradient Boosting},
    author = {Zhu Wang},
    year = {2022},
    note = {{R} package version 0.3-24},
    url = {https://CRAN.R-project.org/package=bst},
  }

  @Article{,
    title = {{HingeBoost: ROC}-Based Boost for Classification and
      Variable Selection},
    author = {Zhu Wang},
    journal = {The International Journal of Biostatistics},
    year = {2011},
    volume = {7},
    number = {1},
    pages = {Article 13},
  }

  @Article{,
    title = {Multi-class {HingeBoost}: Method and Application to the
      Classification of Cancer Types Using Gene Expression Data},
    author = {Zhu Wang},
    journal = {Methods of Information in Medicine},
    year = {2012},
    volume = {51},
    number = {2},
    pages = {162--167},
  }

  @Article{,
    title = {Quadratic Majorization for Nonconvex Loss with
      Applications to the Boosting Algorithm},
    author = {Zhu Wang},
    journal = {Journal of Computational and Graphical Statistics},
    year = {2018},
    volume = {27},
    number = {3},
    pages = {491-502},
    doi = {10.1080/10618600.2018.1424635},
  }

  @Article{,
    title = {Robust boosting with truncated loss functions},
    author = {Zhu Wang},
    journal = {Electronic Journal of Statistics},
    year = {2018},
    volume = {12},
    number = {1},
    pages = {599--650},
    doi = {10.1214/18-EJS1404},
  }