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", "1.5.3")



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: 2018-10-14
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 1.5.3, https://cran.r-project.org/web/packages/paran
Previous versions and publish date:
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)
Other packages that cited paran R package
View paran citation profile
Other R packages that paran depends, imports, suggests or enhances
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
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  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns