To cite PRIMsrc in publications use:

Dazard J-E. and Rao J.S. (2018). Variable Selection Strategies for High-Dimensional Survival Bump Hunting using Recursive Peeling Methods, (in prep).

Dazard J-E., Choe M., Pawitan Y., and Rao J.S. (2018). Identification and Characterization of Informative Prognostic Subgroups by Survival Bump Hunting, (in prep).

Rao J.S., Huilin Y., and Dazard J-E. (2018). Disparity Subtyping: Bringing Precision Medicine Closer to Disparity Science, (in prep).

Diaz D.A., Saenz J.P., Dazard J-E., and Rao J.S. (2018). Mode Hunting through Active Information, Applied Stochastic Models in Business and Industry (in press).

Diaz-Pachon D.A., Dazard J-E., and Rao J.S. (2017). Unsupervised Bump Hunting Using Principal Components. In: Ahmed SE, editor. Big and Complex Data Analysis: Methodologies and Applications. Contributions to Statistics, vol. Edited Refereed Volume. Springer International Publishing, Cham Switzerland, p. 325-345

Yi C., Huang J. (2017). Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression. J. Comp Graph. Statistics, 26(3):547-557.

Dazard J-E., Choe M., LeBlanc M., and Rao J.S. (2016). Cross-validation and Peeling Strategies for Survival Bump Hunting using Recursive Peeling Methods. Statistical Analysis and Data Mining, 9(1):12-42.

Dazard J-E., Choe M., LeBlanc M., and Rao J.S. (2015). R package PRIMsrc: Bump Hunting by Patient Rule Induction Method for Survival, Regression and Classification. In JSM Proceedings, Section for Statistical Programmers and Analysts Section. Seattle, WA, USA. American Statistical Association-IMS, p. 650-664.

Dazard J-E., Choe M., LeBlanc M., and Rao J.S. (2014). Cross-Validation of Survival Bump Hunting by Recursive Peeling Methods. In JSM Proceedings, Survival Methods for Risk Estimation/Prediction Section. Boston, MA, USA. American Statistical Association-IMS, p. 3366-3380.

Dazard J-E. and Rao J.S. (2010). Local Sparse Bump Hunting. J. Comput. Graph. Stat. 2010;19(4):900-29.

Corresponding BibTeX entries:

  @Article{,
    title = {Variable Selection Strategies for High-Dimensional
      Survival Bump Hunting using Recursive Peeling Methods},
    author = {J-E. Dazard and J.S. Rao},
    journal = {in prep},
    year = {2018},
  }

  @Article{,
    title = {Identification and Characterization of Informative
      Prognostic Subgroups by Survival Bump Hunting},
    author = {J-E. Dazard and M. Choe and Y. Pawitan and J.S. Rao},
    journal = {in prep},
    year = {2018},
  }

  @Article{,
    title = {Disparity Subtyping: Bringing Precision Medicine Closer to
      Disparity Science},
    author = {J.S. Rao and J.P. Saenz and J-E. Dazard},
    journal = {in prep},
    year = {2018},
  }

  @Article{,
    title = {Mode Hunting through Active Information},
    author = {D.A. Diaz-Pachon and J.P. Saenz and J-E. Dazard and J.S.
      Rao},
    journal = {Applied Stochastic Models in Business and Industry},
    year = {2018},
  }

  @InBook{,
    title = {Unsupervised Bump Hunting Using Principal Components},
    author = {D.A. Diaz-Pachon and J-E. Dazard and J.S. Rao},
    editor = {{Ahmed} and S. Ejaz},
    booktilte = {Big and Complex Data Analysis: Methodologies and
      Applications},
    chapter = {Contributions to Statistics},
    publisher = {Springer International Publishing},
    address = {Cham, Switzerland},
    year = {2017},
    pages = {325-345},
  }

  @Article{,
    title = {Semismooth Newton Coordinate Descent Algorithm for
      Elastic-Net Penalized Huber Loss Regression and Quantile
      Regression},
    author = {C. Yi and J. Huang},
    journal = {J. Comp Graph. Statistics},
    year = {2017},
    volume = {26},
    number = {3},
    pages = {547-557},
  }

  @Article{,
    title = {Cross-validation and Peeling Strategies for Survival Bump
      Hunting using Recursive Peeling Methods},
    author = {J-E. Dazard and M. Choe and M. LeBlanc and J.S. Rao},
    journal = {Statistical Analysis and Data Mining},
    year = {2016},
    volume = {9},
    number = {1},
    pages = {12-42},
  }

  @Proceedings{,
    title = {R package PRIMsrc: Bump Hunting by Patient Rule Induction
      Method for Survival, Regression and Classification},
    author = {J-E. Dazard and M. Choe and M. LeBlanc and J.S. Rao},
    journal = {JSM Proceedings.  Section for Statistical Programmers
      and Analysts.  American Statistical Association-IMS.  Seattle,
      WA, USA.},
    year = {2015},
    pages = {650-664},
  }

  @Proceedings{,
    title = {Cross-Validation of Survival Bump Hunting by Recursive
      Peeling Methods},
    author = {J-E. Dazard and M. Choe and M. LeBlanc and J.S. Rao},
    journal = {JSM Proceedings.  Survival Methods for Risk
      Estimation/Prediction Section.  American Statistical
      Association-IMS.  Boston, MA, USA.},
    year = {2014},
    pages = {3366-3380},
  }

  @Article{,
    title = {Local Sparse Bump Hunting},
    author = {J-E. Dazard and J.S. Rao},
    journal = {J. Comput. Graph. Stat.},
    year = {2010},
    volume = {19},
    number = {4},
    pages = {900-929},
  }