PRIMsrc: PRIM Survival Regression Classification

Performs a unified treatment of Bump Hunting by Patient Rule Induction Method (PRIM) in Survival, Regression and Classification settings (SRC). The current version is a development release that only implements the case of a survival response. New features will be added soon as they are available.

Author
Jean-Eudes Dazard [aut, cre], Michael Choe [ctb], Michael LeBlanc [ctb], Alberto Santana [ctb]
Date of publication
2015-11-20 08:41:01
Maintainer
Jean-Eudes Dazard <jxd101@case.edu>
License
GPL (>= 3) | file LICENSE
Version
0.6.3
URLs

View on CRAN

Man pages

plot
2D Visualization of Data Scatter and Box Vertices
plot_boxkm
Visualization of Survival Distributions
plot_boxtrace
Visualization of Covariates Traces
plot_boxtraj
Visualization of Peeling Trajectories/Profiles
plot_profile
Visualization for Model Selection/Validation
predict
Predict Function
PrimSRC.news
Display the 'PRIMsrc' Package News
PrimSRC-package
Bump Hunting by Patient Rule Induction Method in Survival,...
print
Print Function
Real.1-data
Real Dataset #1: Clinical Dataset (p < n case)
Real.2-data
Real Dataset #2: Genomic Dataset (p >> n case)
sbh
Cross-Validated Survival Bump Hunting
summary
Summary Function
Synthetic.1b-data
Synthetic Dataset #1b: p < n case
Synthetic.1-data
Synthetic Dataset #1: p < n case
Synthetic.2-data
Synthetic Dataset #2: p < n case
Synthetic.3-data
Synthetic Dataset #3: p < n case
Synthetic.4-data
Synthetic Dataset #4: p > n case

Files in this package

PRIMsrc
PRIMsrc/inst
PRIMsrc/inst/CITATION
PRIMsrc/inst/NEWS
PRIMsrc/inst/doc
PRIMsrc/inst/doc/PRIMsrc_0.6.3.pdf
PRIMsrc/NAMESPACE
PRIMsrc/data
PRIMsrc/data/Synthetic.1.rda
PRIMsrc/data/Real.2.rda
PRIMsrc/data/Synthetic.1b.rda
PRIMsrc/data/Synthetic.2.rda
PRIMsrc/data/Real.1.rda
PRIMsrc/data/datalist
PRIMsrc/data/Synthetic.3.rda
PRIMsrc/data/Synthetic.4.rda
PRIMsrc/R
PRIMsrc/R/PRIMsrc.internal.r
PRIMsrc/R/PRIMsrc.r
PRIMsrc/MD5
PRIMsrc/DESCRIPTION
PRIMsrc/man
PRIMsrc/man/plot_profile.Rd
PRIMsrc/man/plot_boxkm.Rd
PRIMsrc/man/Synthetic.2-data.Rd
PRIMsrc/man/Synthetic.1b-data.Rd
PRIMsrc/man/Synthetic.1-data.Rd
PRIMsrc/man/Real.2-data.Rd
PRIMsrc/man/predict.Rd
PRIMsrc/man/Synthetic.3-data.Rd
PRIMsrc/man/Synthetic.4-data.Rd
PRIMsrc/man/PrimSRC.news.Rd
PRIMsrc/man/plot_boxtraj.Rd
PRIMsrc/man/sbh.Rd
PRIMsrc/man/Real.1-data.Rd
PRIMsrc/man/plot_boxtrace.Rd
PRIMsrc/man/print.Rd
PRIMsrc/man/plot.Rd
PRIMsrc/man/PrimSRC-package.Rd
PRIMsrc/man/summary.Rd
PRIMsrc/LICENSE