To cite PRIMsrc in publications use:
Dazard J-E. and Rao J.S. (2017). Variable Selection Strategies for High-Dimensional Survival Bump Hunting using Recursive Peeling Methods, (in prep).
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
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 = {2017},
}
@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 = {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},
}