cobs: COnstrained B-Splines (Sparse Matrix Based)

Qualitatively Constrained (Regression) Smoothing Splines via Linear Programming and Sparse Matrices.

Author
Pin T. Ng <Pin.Ng@nau.edu> and Martin Maechler
Date of publication
2015-08-31 22:00:57
Maintainer
Martin Maechler <maechler@stat.math.ethz.ch>
License
GPL (>= 2)
Version
1.3-1
URLs

View on R-Forge

Man pages

cobs
COnstrained B-Splines Nonparametric Regression Quantiles
cobs-internal
Internal COBS functions
cobs-methods
Methods for COBS Objects
conreg
Convex / Concave Regression
conreg-methods
Summary Methods for 'conreg' Objects
drqssbc
Regression Quantile Smoothing Spline with Constraints
DublinWind
Daily Wind Speeds in Dublin
exHe
Small Dataset Example of He
globtemp
Annual Average Global Surface Temperature
mk.pt.constr
COBS auxiliary for constructing pointwise constraint...
plot.cobs
Plot Method for COBS Objects
predict.cobs
Predict method for COBS Fits
qbsks
Quantile B-Spline with Fixed Knots
USArmyRoofs
Roof Quality in US Army Bases

Files in this package

cobs/ChangeLog
cobs/DESCRIPTION
cobs/NAMESPACE
cobs/R
cobs/R/concaveRegr.R
cobs/R/drqssbc.R
cobs/R/l1Design.R
cobs/R/looDesign.R
cobs/R/qbsks.R
cobs/R/scobs.R
cobs/R/splines.R
cobs/README
cobs/TODO
cobs/data
cobs/data/DublinWind.tab
cobs/data/USArmyRoofs.tab
cobs/data/exHe.tab
cobs/data/globtemp.R
cobs/inst
cobs/inst/CITATION
cobs/inst/scripts
cobs/inst/scripts/README
cobs/inst/scripts/roof.R
cobs/inst/scripts/temp.R
cobs/inst/scripts/wind.R
cobs/inst/util.R
cobs/man
cobs/man/DublinWind.Rd
cobs/man/USArmyRoofs.Rd
cobs/man/cobs-internal.Rd
cobs/man/cobs-methods.Rd
cobs/man/cobs.Rd
cobs/man/conreg-methods.Rd
cobs/man/conreg.Rd
cobs/man/drqssbc.Rd
cobs/man/exHe.Rd
cobs/man/globtemp.Rd
cobs/man/mk.pt.constr.Rd
cobs/man/plot.cobs.Rd
cobs/man/predict.cobs.Rd
cobs/man/qbsks.Rd
cobs/src
cobs/src/Makevars
cobs/src/splines.c
cobs/tests
cobs/tests/0_pt-ex.R
cobs/tests/README
cobs/tests/ex1.R
cobs/tests/ex1.Rout-N-save
cobs/tests/ex1Old.Rout-N-save
cobs/tests/ex2-long.R
cobs/tests/ex2-long.Rout-N-save
cobs/tests/ex3.R
cobs/tests/ex3.Rout.save
cobs/tests/multi-constr.R
cobs/tests/multi-constr.Rout.save
cobs/tests/roof.R
cobs/tests/roof.Rout-N-save
cobs/tests/roof.Rout.save
cobs/tests/small-ex.R
cobs/tests/small-ex.Rout.save
cobs/tests/spline-ex.R
cobs/tests/spline-ex.Rout.save
cobs/tests/temp.R
cobs/tests/temp.Rout-N-save
cobs/tests/temp.Rout.save
cobs/tests/wind.R
cobs/tests/wind.Rout-N-save