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LPCM: Local Principal Curve Methods

Fitting multivariate data patterns with local principal curves, including tools for data compression (projection) and measuring goodness-of-fit; with some additional functions for mean shift clustering. See Einbeck, Tutz and Evers (2005) <doi:10.1007/s11222-005-4073-8> and Ameijeiras-Alonso and Einbeck (2023) <doi:10.1007/s11634-023-00575-1>.

Version: 0.47-6
Depends: R (≥ 3.5.0)
Suggests: scatterplot3d, lattice, dr, multimode
Published: 2024-08-30
DOI: 10.32614/CRAN.package.LPCM
Author: Jochen Einbeck [aut, cre], Ludger Evers [aut]
Maintainer: Jochen Einbeck <jochen.einbeck at durham.ac.uk>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README NEWS
CRAN checks: LPCM results

Documentation:

Reference manual: LPCM.pdf

Downloads:

Package source: LPCM_0.47-6.tar.gz
Windows binaries: r-devel: LPCM_0.47-6.zip, r-release: LPCM_0.47-6.zip, r-oldrel: LPCM_0.47-6.zip
macOS binaries: r-release (arm64): LPCM_0.47-6.tgz, r-oldrel (arm64): LPCM_0.47-6.tgz, r-release (x86_64): LPCM_0.47-6.tgz, r-oldrel (x86_64): LPCM_0.47-6.tgz
Old sources: LPCM archive

Reverse dependencies:

Reverse imports: IPCAPS
Reverse suggests: mlr3cluster

Linking:

Please use the canonical form https://CRAN.R-project.org/package=LPCM to link to this page.

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.