CRAN/E | caviarpd

caviarpd

Cluster Analysis via Random Partition Distributions

Installation

About

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.

github.com/dbdahl/caviarpd
System requirements Cargo (Rust's package manager), rustc (>= 1.65)
Bug report File report

Key Metrics

Version 0.3.9
R ≥ 4.2.0
Published 2023-07-17 291 days ago
Needs compilation? yes
License MIT
License File
License Apache License 2.0
CRAN checks caviarpd results

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Maintainer

Maintainer

David B. Dahl

dahl@stat.byu.edu

Authors

David B. Dahl

aut / cre

R. Jacob Andros

aut

J. Brandon Carter

aut

Alex Crichton

cph

(Rust crates: proc-macro2, cfg-if.)

"bluss" Ulrik Sverdrup

cph

(Rust crate: rawpointer, matrixmultiply, scopeguard, ndarray.)

Brendan Zabarauskas

cph

(Rust crate: approx.)

David B. Dahl

cph

(Rust crates: roxido, roxido_macro, dahl-partition, dahl-salso, dahl-bellnumber.)

David Tolnay

cph

(Rust crates: syn, proc-macro2, quote, unicode-ident.)

David Schultz

cph

(Rust crates: libm.)

DutchGhost

cph

(Rust crate: matrixmultiply.)

Enthought
Inc.

cph

(Rust crate: ndarray.)

Gilad Naaman

cph

(Rust crate: memoffset.)

Jim Turner

cph

(Rust crate: ndarray.)

Jorge Aparicio

cph

(Rust crate: libm.)

Josh Stone

cph

(Rust crate: autocfg.)

Melissa O'Neill

cph

(Rust crate: rand_pcg.)

Mikhail Vorotilov

cph

(Rust crate: roots.)

Paul Dicker

cph

(Rust crate: rand_pcg.)

PCG Project contributors

cph

(Rust crate: rand_pcg.)

Ralf Jung

cph

(Rust crate: memoffset.)

rawpointer developers

cph

(Rust crate: rawpointer.)

R. Janis Goldschmidt

cph

(Rust crate: matrixmultiply.)

SciPy Developers

cph

(Rust crate: ndarray.)

Sean McArthur

cph

(Rust crate: num_cpus.)

Sun Microsystems
Inc.

cph

(Rust crate: libm.)

Stefan Lankes

cph

(Rust crate: hermit-abi.)

The Cranelift Project Developers

cph

(Rust crate: wasi.)

The Crossbeam Project Developers

cph

(Rust crates: crossbeam, crossbeam-channel, crossbeam-deque, crossbeam-epoch, crossbeam-queue, crossbeam-utils.)

The CryptoCorrosion Contributors

cph

(Rust crates: ppv-lite86, rand_chacha.)

The Go Authors

cph

(Rust crate: crossbeam-channel.)

The PCG Project Contributors

cph

(Rust crate: rand_pcg.)

The matrixmultiply Authors

cph

(Rust crate: matrixmultiply.)

The ndarray Developers

cph

(Rust crate: ndarray.)

The R
Project Developers

cph

(Rust crates: rand_core, rand_chacha, rand_pcg, rand, getrandom, rand_distr.)

The Rust Project Developers

cph

(Rust crates: crossbmean-channel, rand_chacha, num-integer, rand_core, num-complex, libc, num-traits, rand.)

The scopeguard Developers

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(Rust crates: scopeguard.)

Unicode
Inc.

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(Rust crate: unicode-ident.)

Material

NEWS
INSTALL
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

caviarpd archive

Depends

R ≥ 4.2.0

Suggests

salso ≥ 0.3.0