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}, }