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Package: PlackettLuce | ||
Type: Package | ||
Title: Plackett-Luce Models for Rankings | ||
Version: 0.2-9.9000 | ||
Authors@R: c(person("Heather", "Turner", | ||
email = "ht@heatherturner.net", role = c("aut", "cre"), | ||
comment = c(ORCID = "0000-0002-1256-3375")), | ||
person("Ioannis", "Kosmidis", role = "aut", | ||
comment = c(ORCID = "0000-0003-1556-0302")), | ||
person("David", "Firth", role = "aut", | ||
comment = c(ORCID = "0000-0003-0302-2312")), | ||
person("Jacob", "van Etten", role = "ctb", | ||
comment = c(ORCID = "0000-0001-7554-2558"))) | ||
URL: https://hturner.github.io/PlackettLuce/ | ||
BugReports: https://github.com/hturner/PlackettLuce/issues | ||
Description: Functions to prepare rankings data and fit the Plackett-Luce model | ||
jointly attributed to Plackett (1975) <doi:10.2307/2346567> and Luce | ||
(1959, ISBN:0486441369). The standard Plackett-Luce model is generalized | ||
to accommodate ties of any order in the ranking. Partial rankings, in which | ||
only a subset of items are ranked in each ranking, are also accommodated in | ||
the implementation. Disconnected/weakly connected networks implied by the | ||
rankings may be handled by adding pseudo-rankings with a hypothetical item. | ||
Optionally, a multivariate normal prior may be set on the log-worth | ||
parameters and ranker reliabilities may be incorporated as proposed by | ||
Raman and Joachims (2014) <doi:10.1145/2623330.2623654>. Maximum a | ||
posteriori estimation is used when priors are set. Methods are provided to | ||
estimate standard errors or quasi-standard errors for inference as well as | ||
to fit Plackett-Luce trees. See the package website or vignette for further | ||
details. | ||
License: GPL-3 | ||
Encoding: UTF-8 | ||
LazyData: true | ||
Depends: R (>= 2.10) | ||
Imports: Matrix, igraph, methods, partykit, psychotools, | ||
psychotree, RSpectra, qvcalc, sandwich, stats | ||
Suggests: BiocStyle, BayesMallows, BradleyTerry2, | ||
PLMIX, ROlogit, StatRank, bookdown, covr, hyper2, kableExtra, knitr, | ||
lbfgs, gnm, pmr, rmarkdown, testthat | ||
RoxygenNote: 7.1.1 | ||
Roxygen: list(markdown = TRUE) | ||
VignetteBuilder: knitr | ||
Language: en-GB | ||
Package: PlackettLuce | ||
Type: Package | ||
Title: Plackett-Luce Models for Rankings | ||
Version: 0.3.0 | ||
Authors@R: c(person("Heather", "Turner", | ||
email = "ht@heatherturner.net", role = c("aut", "cre"), | ||
comment = c(ORCID = "0000-0002-1256-3375")), | ||
person("Ioannis", "Kosmidis", role = "aut", | ||
comment = c(ORCID = "0000-0003-1556-0302")), | ||
person("David", "Firth", role = "aut", | ||
comment = c(ORCID = "0000-0003-0302-2312")), | ||
person("Jacob", "van Etten", role = "ctb", | ||
comment = c(ORCID = "0000-0001-7554-2558"))) | ||
URL: https://hturner.github.io/PlackettLuce/ | ||
BugReports: https://github.com/hturner/PlackettLuce/issues | ||
Description: Functions to prepare rankings data and fit the Plackett-Luce model | ||
jointly attributed to Plackett (1975) <doi:10.2307/2346567> and Luce | ||
(1959, ISBN:0486441369). The standard Plackett-Luce model is generalized | ||
to accommodate ties of any order in the ranking. Partial rankings, in which | ||
only a subset of items are ranked in each ranking, are also accommodated in | ||
the implementation. Disconnected/weakly connected networks implied by the | ||
rankings may be handled by adding pseudo-rankings with a hypothetical item. | ||
Optionally, a multivariate normal prior may be set on the log-worth | ||
parameters and ranker reliabilities may be incorporated as proposed by | ||
Raman and Joachims (2014) <doi:10.1145/2623330.2623654>. Maximum a | ||
posteriori estimation is used when priors are set. Methods are provided to | ||
estimate standard errors or quasi-standard errors for inference as well as | ||
to fit Plackett-Luce trees. See the package website or vignette for further | ||
details. | ||
License: GPL-3 | ||
Encoding: UTF-8 | ||
LazyData: true | ||
Depends: R (>= 2.10) | ||
Imports: Matrix, igraph, methods, partykit, psychotools, | ||
psychotree, RSpectra, qvcalc, sandwich, stats | ||
Suggests: BiocStyle, BayesMallows, BradleyTerry2, | ||
PLMIX, ROlogit, StatRank, bookdown, covr, hyper2, kableExtra, knitr, | ||
lbfgs, gnm, pmr, rmarkdown, testthat | ||
RoxygenNote: 7.1.1 | ||
Roxygen: list(markdown = TRUE) | ||
VignetteBuilder: knitr | ||
Language: en-GB |
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