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DESCRIPTION
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34 lines (34 loc) · 1.15 KB
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Package: BayesMallowsSMC2
Type: Package
Title: Nested Sequential Monte Carlo for the Bayesian Mallows Model
Version: 0.2.1
Authors@R: c(person("Oystein", "Sorensen",
email = "oystein.sorensen.1985@gmail.com",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-0724-3542")))
Description: Provides nested sequential Monte Carlo algorithms for performing
sequential inference in the Bayesian Mallows model, which is a widely used
probability model for rank and preference data. The package implements the
SMC2 (Sequential Monte Carlo Squared) algorithm for handling sequentially
arriving rankings and pairwise preferences, including support for complete
rankings, partial rankings, and pairwise comparisons. The methods are based
on Sorensen (2025) <doi:10.1214/25-BA1564>.
License: GPL-3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
LinkingTo:
Rcpp,
RcppArmadillo
Imports:
Rcpp,
ggplot2,
Rdpack
Depends:
R (>= 4.1.0)
Suggests:
testthat (>= 3.0.0),
label.switching (>= 1.8)
RdMacros: Rdpack
Config/testthat/edition: 3