scar: Shape-Constrained Additive Regression: a Maximum Likelihood Approach
Version 0.2-1

This package computes the maximum likelihood estimator of the generalised additive and index regression with shape constraints. Each additive component function is assumed to obey one of the nine possible shape restrictions: linear, increasing, decreasing, convex, convex increasing, convex decreasing, concave, concave increasing, or concave decreasing.

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AuthorYining Chen and Richard Samworth
Date of publication2014-04-15 15:50:03
MaintainerYining Chen <y.chen@statslab.cam.ac.uk>
LicenseGPL (>= 2)
Version0.2-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("scar")

Man pages

decathlon: Men's decathlon athletes in 2012
decathlon_raw: Men's decathlon in 2012
PhDPublications: Doctoral Publications
plot.scair: Plot additive index components of a "scair" object
plot.scar: Plot components of a "scar" object
predict.scair: Predict method for 'scair' fits
predict.scar: Predict method for 'scar' fits
scair: Maximizing the likelihood of the generalised additive index...
scar: Compute the maximum likelihood estimator of the generalised...
scar-internal: Internal shape-constrained additive regression functions
scar-package: Shape-Constrained Additive (index) Regression: a maximum...

Functions

PhDPublications Man page
aggsum Man page Source code
decathlon Man page
decathlon_raw Man page
plot.scair Man page Source code
plot.scar Man page Source code
predict.scair Man page Source code
predict.scar Man page Source code
scair Man page Source code
scar Man page Source code
scar-package Man page

Files

src
src/AggSum.c
NAMESPACE
NEWS
data
data/decathlon_raw.rda
data/decathlon.rda
data/PhDPublications.rda
R
R/predict.scair.R
R/aggsum.R
R/scar.R
R/predict.scar.R
R/plot.scar.R
R/scair.R
R/plot.scair.R
MD5
DESCRIPTION
man
man/predict.scair.Rd
man/PhDPublications.Rd
man/plot.scar.Rd
man/decathlon_raw.Rd
man/decathlon.Rd
man/plot.scair.Rd
man/scair.Rd
man/scar-internal.Rd
man/scar-package.Rd
man/predict.scar.Rd
man/scar.Rd
scar documentation built on May 20, 2017, 1:59 a.m.