BayesFM: Bayesian Inference for Factor Modeling
Collection of procedures to perform Bayesian analysis on a variety of factor models. Currently, it includes: "Bayesian Exploratory Factor Analysis" (befa) from G. Conti, S. Frühwirth-Schnatter, J.J. Heckman, R. Piatek (2014) <doi:10.1016/j.jeconom.2014.06.008>, an approach to dedicated factor analysis with stochastic search on the structure of the factor loading matrix. The number of latent factors, as well as the allocation of the manifest variables to the factors, are not fixed a priori but determined during MCMC sampling.
| Version: | 0.1.7 |
| Depends: | R (≥ 3.0.0) |
| Imports: | checkmate (≥ 1.8.0),coda,ggplot2 (≥ 2.1.0),gridExtra,plyr (≥ 1.8.0) |
| Published: | 2024-06-13 |
| DOI: | 10.32614/CRAN.package.BayesFM |
| Author: | Rémi Piatek [aut, cre] |
| Maintainer: | Rémi Piatek <remi.piatek at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| SystemRequirements: | gfortran (>= 4.6.3) |
| Materials: | README,NEWS |
| In views: | Bayesian,Psychometrics |
| CRAN checks: | BayesFM results |
Documentation:
| Reference manual: | BayesFM.html ,BayesFM.pdf |
Downloads:
| Package source: | BayesFM_0.1.7.tar.gz |
| Windows binaries: | r-devel:BayesFM_0.1.7.zip, r-release:BayesFM_0.1.7.zip, r-oldrel:BayesFM_0.1.7.zip |
| macOS binaries: | r-release (arm64):BayesFM_0.1.7.tgz, r-oldrel (arm64):BayesFM_0.1.7.tgz, r-release (x86_64):BayesFM_0.1.7.tgz, r-oldrel (x86_64):BayesFM_0.1.7.tgz |
| Old sources: | BayesFM archive |
Reverse dependencies:
| Reverse suggests: | parameters |
Linking:
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