crs: Categorical Regression Splines

Regression splines that handle a mix of continuous and categorical (discrete) data often encountered in applied settings. I would like to gratefully acknowledge support from the Natural Sciences and Engineering Research Council of Canada (NSERC:www.nserc.ca), the Social Sciences and Humanities Research Council of Canada (SSHRC:www.sshrc.ca), and the Shared Hierarchical Academic Research Computing Network (SHARCNET:www.sharcnet.ca).

Author
Jeffrey S. Racine [aut, cre], Zhenghua Nie [aut], Brian D. Ripley [ctb] (stepCV.R)
Date of publication
2014-12-18 18:37:00
Maintainer
Jeffrey S. Racine <racinej@mcmaster.ca>
License
GPL
Version
0.15-24
URLs

View on CRAN

Man pages

clsd
Categorical Logspline Density
crs
Categorical Regression Splines
crsiv
Nonparametric Instrumental Regression
crsivderiv
Nonparametric Instrumental Derivatives
crs-package
Nonparametric Regression Splines with Continuous and...
crssigtest
Regression Spline Significance Test with Mixed Data Types
data-cps71
Canadian High School Graduate Earnings
data-Engel95
1995 British Family Expenditure Survey
data-wage1
Cross-Sectional Data on Wages
frscv
Categorical Factor Regression Spline Cross-Validation
frscvNOMAD
Categorical Factor Regression Spline Cross-Validation
glp.model.matrix
Utility function for constructing generalized polynomial...
gsl-bs
GSL (GNU Scientific Library) B-spline/B-spline Derivatives
krscv
Categorical Kernel Regression Spline Cross-Validation
krscvNOMAD
Categorical Kernel Regression Spline Cross-Validation
npglpreg
Generalized Local Polynomial Regression
snomadr
R interface to NOMAD
tensor.prod.model.matrix
Utility functions for constructing tensor product smooths
uniquecombs
Find the unique rows in a matrix

Files in this package

crs
crs/inst
crs/inst/COPYRIGHTS
crs/inst/doc
crs/inst/doc/crs_faq.Rnw
crs/inst/doc/crs_faq.pdf
crs/inst/doc/spline_primer.pdf
crs/inst/doc/crs.pdf
crs/inst/doc/crs.Rnw
crs/inst/doc/spline_primer.R
crs/inst/doc/spline_primer.Rnw
crs/inst/doc/crs.R
crs/src
crs/src/Makevars
crs/src/gsl_bspline.c
crs/src/gsl_bspline.h
crs/src/snomadr.h
crs/src/bspline.c
crs/src/RuniqueCombs.c
crs/src/snomadr.cpp
crs/src/RuniqueCombs.h
crs/src/nomad_src
crs/src/nomad_src/Random_Pickup.cpp
crs/src/nomad_src/Directions.hpp
crs/src/nomad_src/Eval_Point.cpp
crs/src/nomad_src/Phase_One_Evaluator.hpp
crs/src/nomad_src/Random_Pickup.hpp
crs/src/nomad_src/Phase_One_Evaluator.cpp
crs/src/nomad_src/Display.cpp
crs/src/nomad_src/Model_Stats.cpp
crs/src/nomad_src/Pareto_Front.cpp
crs/src/nomad_src/TGP_Model_Search.cpp
crs/src/nomad_src/Multi_Obj_Evaluator.cpp
crs/src/nomad_src/Quad_Model_Evaluator.cpp
crs/src/nomad_src/Parameter_Entries.hpp
crs/src/nomad_src/Stats.cpp
crs/src/nomad_src/Cache_File_Point.hpp
crs/src/nomad_src/Single_Obj_Quad_Model_Evaluator.hpp
crs/src/nomad_src/RNG.hpp
crs/src/nomad_src/Model_Sorted_Point.hpp
crs/src/nomad_src/Quad_Model.hpp
crs/src/nomad_src/Phase_One_Search.cpp
crs/src/nomad_src/Parameter_Entries.cpp
crs/src/nomad_src/Directions.cpp
crs/src/nomad_src/TGP_Model_Evaluator.cpp
crs/src/nomad_src/Cache_Search.hpp
crs/src/nomad_src/TGP_Model_Evaluator.hpp
crs/src/nomad_src/TGP_Model.hpp
crs/src/nomad_src/Uncopyable.hpp
crs/src/nomad_src/Cache.cpp
crs/src/nomad_src/nomad.hpp
crs/src/nomad_src/Clock.hpp
crs/src/nomad_src/Mesh.cpp
crs/src/nomad_src/Quad_Model_Evaluator.hpp
crs/src/nomad_src/utils.hpp
crs/src/nomad_src/Priority_Eval_Point.cpp
crs/src/nomad_src/Mads.hpp
crs/src/nomad_src/Signature.hpp
crs/src/nomad_src/Variable_Group.hpp
crs/src/nomad_src/Barrier.cpp
crs/src/nomad_src/Clock.cpp
crs/src/nomad_src/Phase_One_Search.hpp
crs/src/nomad_src/Signature_Element.hpp
crs/src/nomad_src/Parameters.hpp
crs/src/nomad_src/VNS_Search.hpp
crs/src/nomad_src/Pareto_Point.cpp
crs/src/nomad_src/Cache_Point.cpp
crs/src/nomad_src/Double.cpp
crs/src/nomad_src/Slave.hpp
crs/src/nomad_src/Filter_Point.hpp
crs/src/nomad_src/Speculative_Search.cpp
crs/src/nomad_src/Speculative_Search.hpp
crs/src/nomad_src/nomad.cpp
crs/src/nomad_src/Direction.hpp
crs/src/nomad_src/L_Curve.hpp
crs/src/nomad_src/Cache_File_Point.cpp
crs/src/nomad_src/Multi_Obj_Evaluator.hpp
crs/src/nomad_src/Point.hpp
crs/src/nomad_src/Quad_Model.cpp
crs/src/nomad_src/Barrier.hpp
crs/src/nomad_src/Cache_Search.cpp
crs/src/nomad_src/Mads.cpp
crs/src/nomad_src/Evaluator_Control.cpp
crs/src/nomad_src/utils.cpp
crs/src/nomad_src/Model_Stats.hpp
crs/src/nomad_src/Model_Sorted_Point.cpp
crs/src/nomad_src/Parameter_Entry.cpp
crs/src/nomad_src/TGP_Model.cpp
crs/src/nomad_src/L_Curve.cpp
crs/src/nomad_src/Parameters.cpp
crs/src/nomad_src/Evaluator_Control.hpp
crs/src/nomad_src/TGP_Output_Model.hpp
crs/src/nomad_src/Evaluator.cpp
crs/src/nomad_src/Point.cpp
crs/src/nomad_src/lgpl.txt
crs/src/nomad_src/Evaluator.hpp
crs/src/nomad_src/Exception.cpp
crs/src/nomad_src/Direction.cpp
crs/src/nomad_src/defines.hpp
crs/src/nomad_src/Exception.hpp
crs/src/nomad_src/TGP_Model_Search.hpp
crs/src/nomad_src/Eval_Point.hpp
crs/src/nomad_src/LH_Search.cpp
crs/src/nomad_src/Variable_Group.cpp
crs/src/nomad_src/Cache_Point.hpp
crs/src/nomad_src/Priority_Eval_Point.hpp
crs/src/nomad_src/Slave.cpp
crs/src/nomad_src/TGP_Output_Model.cpp
crs/src/nomad_src/RNG.cpp
crs/src/nomad_src/Double.hpp
crs/src/nomad_src/Signature.cpp
crs/src/nomad_src/Pareto_Point.hpp
crs/src/nomad_src/Cache.hpp
crs/src/nomad_src/Stats.hpp
crs/src/nomad_src/Quad_Model_Search.cpp
crs/src/nomad_src/Set_Element.hpp
crs/src/nomad_src/Parameter_Entry.hpp
crs/src/nomad_src/Search.hpp
crs/src/nomad_src/Multi_Obj_Quad_Model_Evaluator.hpp
crs/src/nomad_src/LH_Search.hpp
crs/src/nomad_src/Quad_Model_Search.hpp
crs/src/nomad_src/VNS_Search.cpp
crs/src/nomad_src/Mesh.hpp
crs/src/nomad_src/Extended_Poll.cpp
crs/src/nomad_src/Extended_Poll.hpp
crs/src/nomad_src/Pareto_Front.hpp
crs/src/nomad_src/Display.hpp
crs/src/Makevars.win
crs/NAMESPACE
crs/demo
crs/demo/radial_rgl.R
crs/demo/crsiv_exog_persp.R
crs/demo/radial_constrained_test.R
crs/demo/ggplot_cos.R
crs/demo/sine_rgl.R
crs/demo/nomad_kernel.R
crs/demo/glpreg_npRmpi.R
crs/demo/nomad_factor.R
crs/demo/cqrs.R
crs/demo/crsiv.R
crs/demo/spline.R
crs/demo/radial_constrained_second_partial.R
crs/demo/00Index
crs/demo/crsiv_exog.R
crs/demo/radial_constrained_first_partial.R
crs/demo/radial_persp.R
crs/demo/radial_constrained_mean.R
crs/CHANGELOG
crs/data
crs/data/cps71.rda
crs/data/Engel95.rda
crs/data/wage1.rda
crs/R
crs/R/stepCV.R
crs/R/crssigtest.R
crs/R/print.snomadr.R
crs/R/clsd.R
crs/R/crsivderiv.R
crs/R/gsl_bspline.R
crs/R/crscv.R
crs/R/np.regression.glp.R
crs/R/crsiv.R
crs/R/snomadr.R
crs/R/spline.R
crs/R/matrix.combns.R
crs/R/util.R
crs/R/kernel.R
crs/R/console.R
crs/R/krscv.R
crs/R/krscvNOMAD.R
crs/R/frscvNOMAD.R
crs/R/frscv.R
crs/R/zzz.R
crs/R/crs.R
crs/R/glp.model.matrix.R
crs/R/get.option.types.R
crs/R/mgcv.R
crs/vignettes
crs/vignettes/crs_faq.Rnw
crs/vignettes/spline_primer.bib
crs/vignettes/crs.bib
crs/vignettes/crs_faq.bib
crs/vignettes/crs.Rnw
crs/vignettes/spline_primer.Rnw
crs/README.md
crs/MD5
crs/build
crs/build/vignette.rds
crs/DESCRIPTION
crs/man
crs/man/crsiv.Rd
crs/man/snomadr.Rd
crs/man/clsd.Rd
crs/man/glp.model.matrix.Rd
crs/man/crs.Rd
crs/man/frscvNOMAD.Rd
crs/man/gsl-bs.Rd
crs/man/crssigtest.Rd
crs/man/crsivderiv.Rd
crs/man/krscvNOMAD.Rd
crs/man/data-wage1.Rd
crs/man/npglpreg.Rd
crs/man/frscv.Rd
crs/man/krscv.Rd
crs/man/data-Engel95.Rd
crs/man/tensor.prod.model.matrix.Rd
crs/man/data-cps71.Rd
crs/man/crs-package.Rd
crs/man/uniquecombs.Rd
crs/cleanup