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Fitting dimension reduction methods to data lying on two-dimensional sphere. This package provides principal geodesic analysis, principal circle, principal curves proposed by Hauberg, and spherical principal curves. Moreover, it offers the method of locally defined principal geodesics which is underway. The detailed procedures are described in Lee, J., Kim, J.-H. and Oh, H.-S. (2021) <doi:10.1109/TPAMI.2020.3025327>. Also see Kim, J.-H., Lee, J. and Oh, H.-S. (2020) <doi:10.48550/arXiv.2003.02578>.
| Version: | 0.1.7 |
| Depends: | R (≥ 3.5.0) |
| Imports: | geosphere, rgl, sphereplot, stats |
| Published: | 2021-10-07 |
| Author: | Jongmin Lee [aut, cre], Jang-Hyun Kim [ctb], Hee-Seok Oh [aut] |
| Maintainer: | Jongmin Lee <jongminlee9218 at gmail.com> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| SystemRequirements: | XQuartz (on MacOS) |
| CRAN checks: | spherepc results |
| Reference manual: | spherepc.pdf |
| Package source: | spherepc_0.1.7.tar.gz |
| Windows binaries: | r-devel: spherepc_0.1.7.zip, r-release: spherepc_0.1.7.zip, r-oldrel: spherepc_0.1.7.zip |
| macOS binaries: | r-release (arm64): spherepc_0.1.7.tgz, r-oldrel (arm64): spherepc_0.1.7.tgz, r-release (x86_64): spherepc_0.1.7.tgz, r-oldrel (x86_64): spherepc_0.1.7.tgz |
| Old sources: | spherepc archive |
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