Package: caviarpd Type: Package Title: Cluster Analysis via Random Partition Distributions Version: 0.3.9 Authors@R: c(person(given = "David B.", family = "Dahl", role = c("aut", "cre"), email = "dahl@stat.byu.edu", comment = c(ORCID = "0000-0002-8173-1547")), person(given = "R. Jacob", family = "Andros", role = c("aut"), email = "androsrj@gmail.com", comment = c(ORCID = "0000-0002-1289-385X")), person(given = "J. Brandon", family = "Carter",role = c("aut"), email = "carterj4@icloud.com", comment = c(ORCID = "0000-0003-1687-0564")), person(given = "Alex", family = "Crichton", email = "alex@alexcrichton.com", role = "cph", comment = "Rust crates: proc-macro2, cfg-if."), person(given = "\"bluss\" Ulrik", family = "Sverdrup", role = "cph", comment = "Rust crate: rawpointer, matrixmultiply, scopeguard, ndarray."), person(given = "Brendan", family = "Zabarauskas", email = "bjzaba@yahoo.com.au", role = "cph", comment = "Rust crate: approx."), person(given = "David B.", family = "Dahl", email = "dahl@stat.byu.edu", role = "cph", comment = "Rust crates: roxido, roxido_macro, dahl-partition, dahl-salso, dahl-bellnumber."), person(given = "David", family = "Tolnay", email = "dtolnay@gmail.com", role = "cph", comment = "Rust crates: syn, proc-macro2, quote, unicode-ident."), person(given = "David", family = "Schultz", email = "das@freebsd.org", role = "cph", comment = "Rust crates: libm."), person(given = "DutchGhost", role = "cph", comment = "Rust crate: matrixmultiply."), person(given = "Enthought, Inc.", role = "cph", comment = "Rust crate: ndarray."), person(given = "Gilad", family = "Naaman", email = "gilad.naaman@gmail.com", role = "cph", comment = "Rust crate: memoffset."), person(given = "Jim", family = "Turner", role = "cph", comment = "Rust crate: ndarray."), person(given = "Jorge", family = "Aparicio", email = "jorge@japaric.io", role = "cph", comment = "Rust crate: libm."), person(given = "Josh", family = "Stone", email = "cuviper@gmail.com", role = "cph", comment = "Rust crate: autocfg."), person(given = "Melissa", family = "O'Neill", role = "cph", comment = "Rust crate: rand_pcg."), person(given = "Mikhail", family = "Vorotilov", email = "mikhail.vorotilov@gmail.com", role = "cph", comment = "Rust crate: roots."), person(given = "Paul", family = "Dicker", role = "cph", comment = "Rust crate: rand_pcg."), person(given = "PCG Project contributors", role = "cph", comment = "Rust crate: rand_pcg."), person(given = "Ralf", family = "Jung", role = "cph", comment = "Rust crate: memoffset."), person(given = "rawpointer developers", role = "cph", comment = "Rust crate: rawpointer."), person(given = "R. Janis", family = "Goldschmidt", role = "cph", comment = "Rust crate: matrixmultiply."), person(given = "SciPy Developers", role = "cph", comment = "Rust crate: ndarray."), person(given = "Sean", family = "McArthur", email = "sean@seanmonstar.com", role = "cph", comment = "Rust crate: num_cpus."), person(given = "Sun Microsystems, Inc.", role = "cph", comment = "Rust crate: libm."), person(given = "Stefan", family = "Lankes", role = "cph", comment = "Rust crate: hermit-abi."), person(given = "The Cranelift Project Developers", role = "cph", comment = "Rust crate: wasi."), person(given = "The Crossbeam Project Developers", role = "cph", comment = "Rust crates: crossbeam, crossbeam-channel, crossbeam-deque, crossbeam-epoch, crossbeam-queue, crossbeam-utils."), person(given = "The CryptoCorrosion Contributors", role = "cph", comment = "Rust crates: ppv-lite86, rand_chacha."), person(given = "The Go Authors", role = "cph", comment = "Rust crate: crossbeam-channel."), person(given = "The PCG Project Contributors", role = "cph", comment = "Rust crate: rand_pcg."), person(given = "The matrixmultiply Authors", role = "cph", comment = "Rust crate: matrixmultiply."), person(given = "The ndarray Developers", role = "cph", comment = "Rust crate: ndarray."), person(given = "The Rand Project Developers", role = "cph", comment = "Rust crates: rand_core, rand_chacha, rand_pcg, rand, getrandom, rand_distr."), person(given = "The Rust Project Developers", role = "cph", comment = "Rust crates: crossbmean-channel, rand_chacha, num-integer, rand_core, num-complex, libc, num-traits, rand."), person(given = "The scopeguard Developers", role = "cph", comment = "Rust crates: scopeguard."), person(given = "Unicode, Inc.", role = "cph", comment = "Rust crate: unicode-ident.") ) 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+) . License: MIT + file LICENSE | Apache License 2.0 URL: https://github.com/dbdahl/caviarpd BugReports: https://github.com/dbdahl/caviarpd/issues Depends: R (>= 4.2.0) Suggests: salso (>= 0.3.0) SystemRequirements: Cargo (Rust's package manager), rustc (>= 1.65) Encoding: UTF-8 RoxygenNote: 7.2.3 NeedsCompilation: yes Packaged: 2023-07-17 18:14:20 UTC; dahl Author: 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 Rand 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 [cph] (Rust crates: scopeguard.), Unicode, Inc. [cph] (Rust crate: unicode-ident.) Maintainer: David B. Dahl Repository: CRAN Date/Publication: 2023-07-17 19:00:08 UTC