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EFA.MRFA (version 1.1.2)

Dimensionality Assessment Using Minimum Rank Factor Analysis

Description

Performs parallel analysis (Timmerman & Lorenzo-Seva, 2011 ) and hull method (Lorenzo-Seva, Timmerman, & Kiers, 2011 ) for assessing the dimensionality of a set of variables using minimum rank factor analysis (see ten Berge & Kiers, 1991 for more information). The package also includes the option to compute minimum rank factor analysis by itself, as well as the greater lower bound calculation.

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Version

Install

install.packages('EFA.MRFA')

Monthly Downloads

290

Version

1.1.2

License

GPL-3

Maintainer

David Navarro-Gonzalez

Last Published

June 16th, 2021

Functions in EFA.MRFA (1.1.2)

mrfa

Minimum Rank Factor Analysis function
IDAQ

IDAQ database
parallelMRFA

Parallel Analysis using Minimum Rank Factor Analysis (MRFA)
hullEFA

Hull method for selecting the number of common factors
GreaterLowerBound

Greater Lower Bound step (glb)
EFA.MRFA-package

Dimensionality Assesment using Minimum Rank Factor Analysis (MRFA)
EFA.MRFA-internal

EFA.MRFA-internal