Other packages > Find by keyword >

paran  

Horn's Test of Principal Components/Factors
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("paran", "1.5.4")



Attach the package and use:
library("paran")
Maintained by
Alexis Dinno
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2007-08-12
Latest Update: 2025-04-12
Description:
An implementation of Horn's technique for numerically and graphically evaluating the components or factors retained in a principle components analysis (PCA) or common factor analysis (FA). Horn's method contrasts eigenvalues produced through a PCA or FA on a number of random data sets of uncorrelated variables with the same number of variables and observations as the experimental or observational data set to produce eigenvalues for components or factors that are adjusted for the sample error-induced inflation. Components with adjusted eigenvalues greater than one are retained. paran may also be used to conduct parallel analysis following Glorfeld's (1995) suggestions to reduce the likelihood of over-retention.
How to cite:
Alexis Dinno (2007). paran: Horn's Test of Principal Components/Factors. R package version 1.5.4, https://cran.r-project.org/web/packages/paran. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-10 00:20), 1.2.4 (2007-08-12 18:02), 1.2.5 (2007-08-25 18:49), 1.2.6-1 (2007-10-04 21:28), 1.2.6 (2007-09-07 08:49), 1.3.1 (2008-03-03 15:47), 1.3.2 (2008-03-07 09:33), 1.3.5 (2008-04-09 09:11), 1.3.6 (2008-05-02 11:01), 1.4.0 (2008-09-28 21:31), 1.4.1 (2008-10-15 08:51), 1.4.2 (2009-10-13 19:37), 1.4.3 (2010-06-05 07:58), 1.5.1 (2012-09-10 08:41), 1.5.2 (2018-10-15 01:30), 1.5.3 (2024-04-14 19:50), 1.5.4 (2025-04-13 01:30), 1.5.5 (2026-02-13 11:30)
Other packages that cited paran R package
View paran citation profile
Other R packages that paran depends, imports, suggests or enhances
Complete documentation for paran
Functions, R codes and Examples using the paran R package
Some associated functions: paran . 
Some associated R codes: paran.R .  Full paran package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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