Other packages > Find by keyword >

infinitefactor  

Bayesian Infinite Factor Models
View on CRAN: Click here


Download and install infinitefactor package within the R console
Install from CRAN:
install.packages("infinitefactor")

Install from Github:
library("remotes")
install_github("cran/infinitefactor")

Install by package version:
library("remotes")
install_version("infinitefactor", "1.0")



Attach the package and use:
library("infinitefactor")
Maintained by
Evan Poworoznek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-04-03
Latest Update: 2020-04-03
Description:
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.
How to cite:
Evan Poworoznek (2020). infinitefactor: Bayesian Infinite Factor Models. R package version 1.0, https://cran.r-project.org/web/packages/infinitefactor. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0 (2020-04-03 15:00)
Other packages that cited infinitefactor R package
View infinitefactor citation profile
Other R packages that infinitefactor depends, imports, suggests or enhances
Complete documentation for infinitefactor
Functions, R codes and Examples using the infinitefactor R package
Some associated functions: Sampler_components . amean . infinitefactor-package . interactionDL . interactionMGSP . jointRot . linearDL . linearMGSP . lmean . msf . plotmat . summat . 
Some associated R codes: RcppExports.R . amean.R . interactionDL.R . interactionMGSP.R . jointRot.R . linearDL.R . linearMGSP.R . lmean.R . plotmat.R . summat.R .  Full infinitefactor package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA