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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. For details, see Chen and Samworth (2016) <doi:10.1111/rssb.12137>.
Version: | 0.2-2 |
Depends: | R (≥ 3.0.0) |
Suggests: | gam, mgcv, scam |
Published: | 2022-05-25 |
DOI: | 10.32614/CRAN.package.scar |
Author: | Yining Chen and Richard Samworth |
Maintainer: | Yining Chen <y.chen101 at lse.ac.uk> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
Materials: | NEWS |
CRAN checks: | scar results |
Reference manual: | scar.pdf |
Package source: | scar_0.2-2.tar.gz |
Windows binaries: | r-devel: scar_0.2-2.zip, r-release: scar_0.2-2.zip, r-oldrel: scar_0.2-2.zip |
macOS binaries: | r-release (arm64): scar_0.2-2.tgz, r-oldrel (arm64): scar_0.2-2.tgz, r-release (x86_64): scar_0.2-2.tgz, r-oldrel (x86_64): scar_0.2-2.tgz |
Old sources: | scar archive |
Reverse imports: | cgaim |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.