caviarpd: Cluster Analysis via Random Partition Distributions
Cluster analysis is performed using pairwise distance information and a random partition distribution. The method is implemented for two random partition distributions. It draws samples and then obtains and plots clustering estimates. An implementation of a selection algorithm is provided for the mass parameter of the partition distribution. Since pairwise distances are the principal input to this procedure, it is most comparable to the hierarchical and k-medoids clustering methods. The method is Dahl, Andros, Carter (2022+) <doi:10.1002/sam.11602>.
| Version: | 0.3.13 |
| Depends: | R (≥ 4.2.0) |
| Suggests: | salso (≥ 0.3.0) |
| Published: | 2024-09-06 |
| DOI: | 10.32614/CRAN.package.caviarpd |
| Author: | David B. Dahl 
[aut, cre],
R. Jacob Andros
[aut],
J. Brandon Carter
[aut],
Alex Crichton [ctb] (Rust crates: cfg-if, proc-macro2),
Brendan Zabarauskas [ctb] (Rust crate: approx),
David B. Dahl [ctb] (Rust crates: dahl-partition, dahl-salso, epa,
roxido, roxido_macro),
David Tolnay [ctb] (Rust crates: proc-macro2, quote, syn,
unicode-ident),
Jim Turner [ctb] (Rust crate: ndarray),
Jorge Aparicio [ctb] (Rust crate: libm),
Josh Stone [ctb] (Rust crate: autocfg),
Mikhail Vorotilov [ctb] (Rust crate: roots),
R. Janis Goldschmidt [ctb] (Rust crate: matrixmultiply),
Sean McArthur [ctb] (Rust crate: num_cpus),
Stefan Lankes [ctb] (Rust crate: hermit-abi),
The Cranelift Project Developers [ctb] (Rust crate: wasi),
The CryptoCorrosion Contributors [ctb] (Rust crates: ppv-lite86,
rand_chacha),
The Rand Project Developers [ctb] (Rust crates: getrandom, rand,
rand_chacha, rand_core, rand_distr, rand_pcg),
The Rust Project Developers [ctb] (Rust crates: libc, num-complex,
num-integer, num-traits, rand, rand_chacha, rand_core),
Ulrik Sverdrup "bluss" [ctb] (Rust crate: ndarray),
bluss [ctb] (Rust crates: matrixmultiply, rawpointer) |
| Maintainer: | David B. Dahl <dahl at stat.byu.edu> |
| BugReports: | https://github.com/dbdahl/caviarpd/issues |
| License: | MIT + file LICENSE | Apache License 2.0 |
| URL: | https://github.com/dbdahl/caviarpd |
| NeedsCompilation: | yes |
| SystemRequirements: | Cargo (Rust's package manager), rustc (>= 1.66.1) |
| Materials: | NEWS INSTALL |
| CRAN checks: | caviarpd results |
Documentation:
| Reference manual: | caviarpd.pdf |
Downloads:
| Package source: | caviarpd_0.3.13.tar.gz |
| Windows binaries: | r-devel: caviarpd_0.3.13.zip, r-release: caviarpd_0.3.13.zip, r-oldrel: caviarpd_0.3.13.zip |
| macOS binaries: | r-release (arm64): caviarpd_0.3.13.tgz, r-oldrel (arm64): caviarpd_0.3.13.tgz, r-release (x86_64): caviarpd_0.3.13.tgz, r-oldrel (x86_64): caviarpd_0.3.13.tgz |
| Old sources: | caviarpd archive |
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