Other packages > Find by keyword >

sparvaride  

Variance Identification in Sparse Factor Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sparvaride", "1.0.0")



Attach the package and use:
library("sparvaride")
Maintained by
Darjus Hosszejni
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-13
Latest Update: 2023-03-13
Description:
This is an implementation of the algorithm described in Section 3 of Hosszejni and Frühwirth-Schnatter (2022) <doi:10.48550/arXiv.2211.00671>. The algorithm is used to verify that the counting rule CR(r,1) holds for the sparsity pattern of the transpose of a factor loading matrix. As detailed in Section 2 of the same paper, if CR(r,1) holds, then the idiosyncratic variances are generically identified. If CR(r,1) does not hold, then we do not know whether the idiosyncratic variances are identified or not.
How to cite:
Darjus Hosszejni (2023). sparvaride: Variance Identification in Sparse Factor Analysis. R package version 1.0.0, https://cran.r-project.org/web/packages/sparvaride. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:07), 0.1.0 (2023-03-13 14:30)
Other packages that cited sparvaride R package
View sparvaride citation profile
Other R packages that sparvaride depends, imports, suggests or enhances
Complete documentation for sparvaride
Functions, R codes and Examples using the sparvaride R package
Some associated functions: counting_rule_holds . 
Some associated R codes: RcppExports.R . sparvaride.R .  Full sparvaride package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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