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Keefe Murphy authored and cran-robot committed Mar 30, 2020
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18 changes: 9 additions & 9 deletions DESCRIPTION
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Package: IMIFA
Type: Package
Date: 2019-12-11
Date: 2020-03-30
Title: Infinite Mixtures of Infinite Factor Analysers and Related
Models
Version: 2.1.1
Authors@R: c(person("Keefe", "Murphy", email = "keefe.murphy@ucd.ie", role = c("aut", "cre")),
Version: 2.1.2
Authors@R: c(person("Keefe", "Murphy", email = "keefe.murphy@ucd.ie", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-7709-3159")),
person("Cinzia", "Viroli", email = "cinzia.viroli@unibo.it", role = "ctb"),
person("Isobel Claire", "Gormley", email = "claire.gormley@ucd.ie", role = "ctb"))
Description: Provides flexible Bayesian estimation of Infinite Mixtures of Infinite Factor Analysers and related models, for nonparametrically clustering high-dimensional data, introduced by Murphy et al. (2019) <doi:10.1214/19-BA1179>. The IMIFA model conducts Bayesian nonparametric model-based clustering with factor analytic covariance structures without recourse to model selection criteria to choose the number of clusters or cluster-specific latent factors, mostly via efficient Gibbs updates. Model-specific diagnostic tools are also provided, as well as many options for plotting results, conducting posterior inference on parameters of interest, posterior predictive checking, and quantifying uncertainty.
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URL: https://cran.r-project.org/package=IMIFA
BugReports: https://github.com/Keefe-Murphy/IMIFA
LazyData: true
Imports: matrixStats, mclust (>= 5.1), mvnfast, Rfast (>= 1.9.4), slam,
Imports: matrixStats, mclust (>= 5.1), mvnfast, Rfast (>= 1.9.8), slam,
viridis
Suggests: gmp, knitr, mcclust, methods, rmarkdown, Rmpfr
RoxygenNote: 7.0.2
Suggests: gmp, knitr, mcclust, rmarkdown, Rmpfr
RoxygenNote: 7.1.0
VignetteBuilder: knitr
Collate: 'MainFunction.R' 'Diagnostics.R' 'FullConditionals.R'
'Gibbs_FA.R' 'Gibbs_IFA.R' 'Gibbs_IMFA.R' 'Gibbs_IMIFA.R'
'Gibbs_MFA.R' 'Gibbs_MIFA.R' 'Gibbs_OMFA.R' 'Gibbs_OMIFA.R'
'IMIFA.R' 'PlottingFunctions.R' 'SimulateData.R' 'data.R'
NeedsCompilation: no
Packaged: 2019-12-11 11:20:44 UTC; Keefe
Author: Keefe Murphy [aut, cre],
Packaged: 2020-03-30 14:04:22 UTC; Keefe
Author: Keefe Murphy [aut, cre] (<https://orcid.org/0000-0002-7709-3159>),
Cinzia Viroli [ctb],
Isobel Claire Gormley [ctb]
Maintainer: Keefe Murphy <keefe.murphy@ucd.ie>
Repository: CRAN
Date/Publication: 2019-12-11 11:50:02 UTC
Date/Publication: 2020-03-30 14:40:02 UTC
84 changes: 42 additions & 42 deletions MD5
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a0da8429e252bc24eb96486898efe0ab *DESCRIPTION
16ce5c6413a73473b3e955c71c67afd5 *NAMESPACE
00c9a505c98bae70c65710e6b0e05eb6 *R/Diagnostics.R
605ba5b1e5e756757373fcf120e12298 *R/FullConditionals.R
e3136bb6a1c5fa4f0beb9a48617dbd3a *R/Gibbs_FA.R
f783443d2502db3b0809bdb2181e6d1d *R/Gibbs_IFA.R
a1ddc53df4d1a7856dc4d38ab27534d2 *R/Gibbs_IMFA.R
850dd378c2acd0181d0908ea9799655d *R/Gibbs_IMIFA.R
f28375ecaaf2a7867c85aabd0d7dcc3f *R/Gibbs_MFA.R
41b7e676d5a84dde2c955ecf73d5678f *R/Gibbs_MIFA.R
a910adc56ed59eac2c51dbc8c135f0be *R/Gibbs_OMFA.R
662c6ab42b18bcab6ac5c3887d6084a7 *R/Gibbs_OMIFA.R
0119b5a7f80f816f59761d28344edc84 *R/IMIFA.R
3beecf1846b3959a05f00966e0e1b141 *R/MainFunction.R
659a4b9b71365e2116080f169b1af948 *R/PlottingFunctions.R
ecf7283cda24c18264bcc966e4d61efb *R/SimulateData.R
8c6de8d5f86d621b7761f03e435a41d4 *R/data.R
83f645d2482afa97f2fd516c1f64648d *DESCRIPTION
66621f0dbda0c707ddf208f9c9be4e84 *NAMESPACE
6f12cc74be8e133a71020f5b0ab7bac3 *R/Diagnostics.R
f50fad29cec15e90a2db7345f65efaa5 *R/FullConditionals.R
c9758e6bd78a6b4b5b04e62febc695d2 *R/Gibbs_FA.R
8ff6d505de8cef394d5c8cffe51a928a *R/Gibbs_IFA.R
49253e6e44a29f7fab36fe0d258be5f8 *R/Gibbs_IMFA.R
af9b97e165535b679fe6c7564a8bc7fd *R/Gibbs_IMIFA.R
90dfc671e7bd008b197dbe77776058db *R/Gibbs_MFA.R
d3c58eb1e0e9267ea8db3aa6023b5766 *R/Gibbs_MIFA.R
acb1bae1593331bd008e6bbc1f4d406a *R/Gibbs_OMFA.R
596d2a9b83a2d773b0d87902da2ebbe4 *R/Gibbs_OMIFA.R
0b20708f60f0850b28cf95902c6464de *R/IMIFA.R
568e1510101d06b31c9b621851524e01 *R/MainFunction.R
e398d02d9cfbc45a96dfe84be2d5cfca *R/PlottingFunctions.R
ae58c71063c05daee27ca61a3bdfc4f4 *R/SimulateData.R
c18d7934dea4c410e2e4414027ddf896 *R/data.R
2af7e8e682cf1637f4ab4add57001e92 *README.md
d668c0465b781f2b7258c92b8067366e *build/vignette.rds
fa28651c56caa640c84fa3aa6d1d94a0 *build/vignette.rds
8a1546836eba4e124ab4a8258d56c3e9 *data/USPSdigits.rda
0561ac6b39266e6e9b645b7b2ee31c64 *data/coffee.rda
ee326ce074d826d4c98a1ad480970fbe *data/datalist
c0bcb7c2dd21f9748941a039b377be74 *data/olive.rda
ce418a6aa6cd82e05f8e29a8e711310c *inst/CITATION
409b232756914fb36f67b3e09864cc81 *inst/NEWS.md
e5a3013a97e8f9176b3b8130deb02bef *inst/doc/IMIFA.R
e92be95a7cdd64aed6fc48f45cdf7fd7 *inst/doc/IMIFA.Rmd
35d824fc56563bfb968e0c6af89a5d9f *inst/doc/IMIFA.html
1834a874611e0456132e94bfa5c9bc5f *man/G_moments.Rd
03cd953ee85930ac51cbf72b6f0afb59 *inst/NEWS.md
9f9da62b2ed7c7123fbe9358c20c7e9d *inst/doc/IMIFA.R
035e0b28b5c3299d76f96fa52329f90c *inst/doc/IMIFA.Rmd
ecd2907d598320b1af6eb68884b4f24c *inst/doc/IMIFA.html
d3310007c69c2df15ddb0fa59f38bd35 *man/G_moments.Rd
d5318c9f6e7f7e0a33fbafb3dfb6dec4 *man/G_priorDensity.Rd
14bf5c23a20da9a5ac9d9ab0fe349982 *man/IMIFA-package.Rd
f133d88ce11550b134ec099daaa8cb2b *man/IMIFA_news.Rd
c3604734dbf28e47f945723b771d4ae4 *man/Ledermann.Rd
fee9645898bb377dd05bc1915486b1c0 *man/IMIFA-package.Rd
56cdda484c2370de672298800c81d3d8 *man/IMIFA_news.Rd
a8d99db1eeb0254fb5b0594ed33d3a04 *man/Ledermann.Rd
a406f64771ec523b811753d7d5db1c6c *man/MGP_check.Rd
aae51017c88703ca347e1cf26e1a1448 *man/PGMM_dfree.Rd
cf07339ef94f206d6fadc3d56c665fb0 *man/PGMM_dfree.Rd
eac4c828bc15a3bf20e363f2ada2f266 *man/Procrustes.Rd
09041c385a896b97a7a5a1f84ef827a1 *man/USPSdigits.Rd
b2740ee091f4fd05237d83787f391cc3 *man/Zsimilarity.Rd
acef45b591531fa26a80a122cd7632d0 *man/bnpControl.Rd
3e811e095bc1983197e95d2a512283c9 *man/coffee.Rd
487111ce029c4b3482be23427b31e075 *man/get_IMIFA_results.Rd
a55b9073813fde6006b73b0cc9ba7655 *man/gumbel_max.Rd
72446a862e5a5eac13ca5bd7f2047975 *man/USPSdigits.Rd
c808e84fe2ef1e3e0e1a1c8c8dca300e *man/Zsimilarity.Rd
fd61deec36405ea924aa3f1b4a8071db *man/bnpControl.Rd
8ad430d031386654deae38e0f3222fab *man/coffee.Rd
53974014c5d91f9cee9b78d3e0783abd *man/get_IMIFA_results.Rd
bcbac31163adaee660d8c9148846e4e1 *man/gumbel_max.Rd
e5a8121b591d2f4d1722021e2976c672 *man/heat_legend.Rd
f4ad348f54042a3406a1dab3c6ac5676 *man/is.cols.Rd
97ccc71f6c7831b0c61afa4040870cb3 *man/is.posi_def.Rd
321e02485adfe98d6af31d586b7be28f *man/is.posi_def.Rd
d9a31c71eb43a9e5ff02e921e6cfddcb *man/mat2cols.Rd
b48fdc83656c627bd131017ed9a43e80 *man/mcmc_IMIFA.Rd
081691d4a077690b8f8045afcd8027b8 *man/mgpControl.Rd
aea67dd25f134946514ba9448d129674 *man/mcmc_IMIFA.Rd
ac03f6fd007052baa52d63bd57d02e16 *man/mgpControl.Rd
64bf47da447df7674040d78b935967cb *man/mixfaControl.Rd
6c4eb3e91e372f7855430d0208abd893 *man/olive.Rd
8ecd45aaf12a1502cb66fa4a0ff99357 *man/pareto_scale.Rd
376d35460fbfb90198d8f42b84cdd454 *man/olive.Rd
a5746cb9788dd5316e7ed9a5451a36be *man/pareto_scale.Rd
e7b90661c33486594db4a54f76081378 *man/plot.Results_IMIFA.Rd
4204a53bc48a0e2ebe2f2420d5017e76 *man/plot_cols.Rd
45e8c804f76e4542dd37f18f4d646af5 *man/post_conf_mat.Rd
0f0ce1442bfb1c0b69e6b0448f5dc350 *man/psi_hyper.Rd
b51600b9fc22a41ed811736fd79ec02d *man/rDirichlet.Rd
de3868ef453a714860863533922ae6a2 *man/scores_MAP.Rd
d830c3d76658e12ec71b51cd5ef5f0e1 *man/shift_GA.Rd
92bc92454814252e3b87f0dae8de804f *man/show_IMIFA_digit.Rd
5e4bbee14e83bb131e8021ede53669b2 *man/shift_GA.Rd
d9daf6b62a841bf4882a09d17caaf047 *man/show_IMIFA_digit.Rd
ea0b7417c32dcfc9762bdfc3b215e8a7 *man/show_digit.Rd
5ced7faf37e0a74771bf6e4e9bf5d4ed *man/sim_IMIFA.Rd
0c1d4aac85d93973ef02df5200746284 *man/storeControl.Rd
e92be95a7cdd64aed6fc48f45cdf7fd7 *vignettes/IMIFA.Rmd
21a78480e5c3a4d04e83a693e136c7e6 *man/storeControl.Rd
035e0b28b5c3299d76f96fa52329f90c *vignettes/IMIFA.Rmd
ac0d7c6341a94c7a26756f2d9aa8dafd *vignettes/res_olive_IMIFA__Edited-Vignette-only-Version.rda
6 changes: 4 additions & 2 deletions NAMESPACE
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# Generated by roxygen2: do not edit by hand
# Generated by roxygen2: do not edit by hand

S3method(get_IMIFA_results,IMIFA)
S3method(plot,Results_IMIFA)
Expand Down Expand Up @@ -41,18 +41,20 @@ export(show_digit)
export(sim_IMIFA_data)
export(sim_IMIFA_model)
export(storeControl)
importFrom(Rfast,"Median")
importFrom(Rfast,"Var")
importFrom(Rfast,"colMaxs")
importFrom(Rfast,"colMedians")
importFrom(Rfast,"colTabulate")
importFrom(Rfast,"colVars")
importFrom(Rfast,"is.symmetric")
importFrom(Rfast,"matrnorm")
importFrom(Rfast,"med")
importFrom(Rfast,"rowAll")
importFrom(Rfast,"rowMaxs")
importFrom(Rfast,"rowOrder")
importFrom(Rfast,"rowSort")
importFrom(Rfast,"rowTabulate")
importFrom(Rfast,"rowVars")
importFrom(matrixStats,"colMeans2")
importFrom(matrixStats,"colSums2")
importFrom(matrixStats,"rowLogSumExps")
Expand Down

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