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Calling tree :

cobs()
	|
	|-> shat()
	|   |
	|   \-> dn
	|
	|--> getdim2()
	|
	|-> qbsks()
	|   |
	|   |
	|   v
	\-> drqssbc2()
		|   /^
		|  /  (possibly calls itself once)
		|--
		|
		|-> l1.design2()
		|
		|-> loo.design2()
		|
		|-> rq.fit.sfn()   {quantreg}
		|
		\-> rq.fit.sfnc()  {quantreg}

qbsks(x,y,w,pw, knots,nknots, degree,Tlambda,constraint, equal,smaller,greater,gradient, coef,maxiter, pswitch, n.equal,n.smaller,n.greater,n.gradient, nrq,nl1, neqc, nj0, tau,lam,tmin,kmax,lstart, ks,mk.flag, knots.add, ic, print.mesg, factor,print.warn)

drqssbc(x,y,w,pw, knots, degree,Tlambda,constraint, equal,smaller,greater,gradient, coef,maxiter, pswitch, n.equal,n.smaller,n.greater,n.gradient, nrq,nl1, neqc,niqc, nvar,nj0, tau,lam,tmin,kmax,lstart, factor,print.warn)


The following relates to the older COBS version, nowadays in package cobs99

COBS -- Constrained B-splines (Version 1.0)

COBS is a constrained B-splines algorithm that computes constrained quantile curves using linear or quadratic splines. The median spline may be used as an attractive alternative to constrained smoothing.

A postscript version of the paper that describes the detail of COBS can be downloaded from http://www.cba.nau.edu/pin-ng/cobs.html

This is a beta version (no longer the case)

We do appreciate comments and suggestions. Please send bugs or problems to Martin Maechler maechler@stat.math.ethz.ch and also pin-ng@nau.edu or he@bahadur.stat.uiuc.edu

Martin Maechler maechler@stat.math.ethz.ch http://stat.ethz.ch/~maechler/ Seminar fuer Statistik, ETH-Zentrum LEO C16 Leonhardstr. 27 ETH (Federal Inst. Technology) 8092 Zurich SWITZERLAND

Pin T. Ng College of Business Administration PO Box 15066 Flagstaff, AZ 86011-5066 vox: (928) 523-8726 fax: (928) 523-7331 e-mail: Pin.Ng@nau.edu url: http://www.cba.nau.edu/pin-ng

old affiliations :

Pin T. Ng			Xuming He
Department of Economics		Department of Statistics
University of Illinois		University of Illinois
Champaign, IL 61820		Champaign, IL 61820

Dec 20, 2001: Prof. Pin T. Ng explicitly allowed Martin Maechler to port and distribute this for R.

--> First public release to CRAN, 18 April 2002, version 0.9-3

See also the following files

name content


./TODO Martin's "to do" list (he has also ./00-FIXME) ./ChangeLog Martin's ``log book'' on changes done. ./R_README calling tree of R functions, .. ./inst/scripts/README about Ng&He (1994)'s 3 examples ./tests/README explaining a bit about current "instability" problem


Martin Maechler maechler@stat.math.ethz.ch http://stat.ethz.ch/~maechler/ Seminar fuer Statistik, ETH-Zentrum ETH (Federal Inst. Technology) 8092 Zurich SWITZERLAND

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Version

Install

install.packages('cobs')

Monthly Downloads

3,849

Version

1.3-9

License

GPL (>= 2)

Maintainer

Last Published

December 19th, 2024

Functions in cobs (1.3-9)

conreg-methods

Summary Methods for 'conreg' Objects
USArmyRoofs

Roof Quality in US Army Bases
exHe

Small Dataset Example of He
cobs-methods

Methods for COBS Objects
globtemp

Annual Average Global Surface Temperature
DublinWind

Daily Wind Speeds in Dublin
cobs

COnstrained B-Splines Nonparametric Regression Quantiles
conreg

Convex / Concave Regression
scobs-internal

Internal COBS functions
drqssbc2

Regression Quantile Smoothing Spline with Constraints
plot.cobs

Plot Method for COBS Objects
predict.cobs

Predict method for COBS Fits
mk.pt.constr

COBS auxiliary for constructing pointwise constraint specifications
interpSplineCon

(Cubic) Interpolation Spline from "conreg"
qbsks2

Quantile B-Spline with Fixed Knots