Principal curves generalize the notion of a first principal component to the case in which it is a non linear smooth curve. This package provides a function pcop(X) to compute principal curves with the algorithm defined in Delicado (2001) <doi:10.1006/jmva.2000.1917> from a data matrix X.
| Version: | 1.0 |
| Depends: | princurve |
| Imports: | Rcpp (≥ 1.0.7) |
| LinkingTo: | Rcpp |
| Published: | 2022-09-02 |
| Author: | Pedro Delicado [aut] (C++ original, https://www-eio.upc.es/~delicado/PCOP/index.html), Mario Huerta [aut] (C++ original), Kevin Michael Frick [trl, aut, cre] (Fixes for modern C++ and Rcpp port, with permission from the original authors), Stephen L. Moshier [cph] (Wrote eigens(), which computes eigenvalues and eigenvectors of a real symmetric matrix) |
| Maintainer: | Kevin Michael Frick <kmfrick98 at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | Rpcop results |
| Reference manual: | Rpcop.pdf |
| Package source: | Rpcop_1.0.tar.gz |
| Windows binaries: | r-devel: Rpcop_1.0.zip, r-release: Rpcop_1.0.zip, r-oldrel: Rpcop_1.0.zip |
| macOS binaries: | r-release (arm64): Rpcop_1.0.tgz, r-oldrel (arm64): Rpcop_1.0.tgz, r-release (x86_64): Rpcop_1.0.tgz, r-oldrel (x86_64): Rpcop_1.0.tgz |
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