infinitefactor: Bayesian Infinite Factor Models

Sampler and post-processing functions for semi-parametric Bayesian infinite factor models, motivated by the Multiplicative Gamma Shrinkage Prior of Bhattacharya and Dunson (2011) <>. Contains component C++ functions for building samplers for linear and 2-way interaction factor models using the multiplicative gamma and Dirichlet-Laplace shrinkage priors. The package also contains post processing functions to return matrices that display rotational ambiguity to identifiability through successive application of orthogonalization procedures and resolution of column label and sign switching. This package was developed with the support of the National Institute of Environmental Health Sciences grant 1R01ES028804-01.

Version: 1.0
Depends: reshape2, ggplot2, stats, utils
Imports: Rcpp (≥ 1.0.2)
LinkingTo: Rcpp, RcppArmadillo
Published: 2020-04-03
DOI: 10.32614/CRAN.package.infinitefactor
Author: Evan Poworoznek
Maintainer: Evan Poworoznek <infinitefactorpackage at>
License: GPL-2
NeedsCompilation: yes
Materials: README
CRAN checks: infinitefactor results


Reference manual: infinitefactor.pdf


Package source: infinitefactor_1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): infinitefactor_1.0.tgz, r-oldrel (arm64): infinitefactor_1.0.tgz, r-release (x86_64): infinitefactor_1.0.tgz, r-oldrel (x86_64): infinitefactor_1.0.tgz

Reverse dependencies:

Reverse suggests: mpower


Please use the canonical form to link to this page.