scar: Shape-Constrained Additive Regression: a Maximum Likelihood Approach

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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.

Author
Yining Chen and Richard Samworth
Date of publication
2014-04-15 15:50:03
Maintainer
Yining Chen <y.chen@statslab.cam.ac.uk>
License
GPL (>= 2)
Version
0.2-1

View on CRAN

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...

Files in this package

scar
scar/src
scar/src/AggSum.c
scar/NAMESPACE
scar/NEWS
scar/data
scar/data/decathlon_raw.rda
scar/data/decathlon.rda
scar/data/PhDPublications.rda
scar/R
scar/R/predict.scair.R
scar/R/aggsum.R
scar/R/scar.R
scar/R/predict.scar.R
scar/R/plot.scar.R
scar/R/scair.R
scar/R/plot.scair.R
scar/MD5
scar/DESCRIPTION
scar/man
scar/man/predict.scair.Rd
scar/man/PhDPublications.Rd
scar/man/plot.scar.Rd
scar/man/decathlon_raw.Rd
scar/man/decathlon.Rd
scar/man/plot.scair.Rd
scar/man/scair.Rd
scar/man/scar-internal.Rd
scar/man/scar-package.Rd
scar/man/predict.scar.Rd
scar/man/scar.Rd