caviarpd-package: caviarpd: Cluster Analysis via Random Partition Distributions

caviarpd-packageR Documentation

caviarpd: Cluster Analysis via Random Partition Distributions

Description

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+) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1002/sam.11602")}.

Author(s)

Maintainer: David B. Dahl dahl@stat.byu.edu (ORCID)

Authors:

Other contributors:

  • Alex Crichton alex@alexcrichton.com (Rust crates: cfg-if, proc-macro2) [contributor]

  • Brendan Zabarauskas bjzaba@yahoo.com.au (Rust crate: approx) [contributor]

  • David B. Dahl dahl@stat.byu.edu (Rust crates: dahl-partition, dahl-salso, epa, roxido, roxido_macro) [contributor]

  • David Tolnay dtolnay@gmail.com (Rust crates: proc-macro2, quote, syn, unicode-ident) [contributor]

  • Jim Turner (Rust crate: ndarray) [contributor]

  • Jorge Aparicio jorge@japaric.io (Rust crate: libm) [contributor]

  • Josh Stone cuviper@gmail.com (Rust crate: autocfg) [contributor]

  • Mikhail Vorotilov mikhail.vorotilov@gmail.com (Rust crate: roots) [contributor]

  • R. Janis Goldschmidt (Rust crate: matrixmultiply) [contributor]

  • Sean McArthur sean@seanmonstar.com (Rust crate: num_cpus) [contributor]

  • Stefan Lankes (Rust crate: hermit-abi) [contributor]

  • The Cranelift Project Developers (Rust crate: wasi) [contributor]

  • The CryptoCorrosion Contributors (Rust crates: ppv-lite86, rand_chacha) [contributor]

  • The Rand Project Developers (Rust crates: getrandom, rand, rand_chacha, rand_core, rand_distr, rand_pcg) [contributor]

  • The Rust Project Developers (Rust crates: libc, num-complex, num-integer, num-traits, rand, rand_chacha, rand_core) [contributor]

  • Ulrik Sverdrup "bluss" (Rust crate: ndarray) [contributor]

  • bluss (Rust crates: matrixmultiply, rawpointer) [contributor]

See Also

Useful links:


caviarpd documentation built on June 8, 2025, 10:54 a.m.