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FAiR (version 0.4-6)

Factor Analysis in R

Description

This package estimates factor analysis models using a genetic algorithm, which permits a general mechanism for restricted optimization with arbitrary restrictions that are chosen at run time with the help of a GUI. Importantly, inequality restrictions can be imposed on functions of multiple parameters, which provides a new avenues for testing and generating theories with factor analysis models. This package also includes an entirely new estimator of the common factor analysis model called semi-exploratory factor analysis, which is a general alternative to exploratory and confirmatory factor analysis. Finally, this package integrates a lot of other packages that estimate sample covariance matrices and thus provides a lot of alternatives to the traditional sample covariance calculation. Note that you need to have the Gtk run time library installed on your system to use this package; see the URL below for detailed installation instructions. Most users would only need to understand the first twenty-four pages of the PDF manual.

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Version

Install

install.packages('FAiR')

Monthly Downloads

1

Version

0.4-6

License

AGPL-3 + file LICENSE

Maintainer

Ben Goodrich

Last Published

September 29th, 2010

Functions in FAiR (0.4-6)

restrictions2model

Map free parameters to matrices
restrictions2Mathomatic

Format Equations for Mathomatic
S4GenericsFAiR

S4 Generics & Methods for Package `FAiR'
create_FAobject

Class "FA" and Its Constructors
Factanal

Estimate Factor Analysis Models
loadings

Extractor ("get") functions
restrictions2draws

Draw from sampling distribution of estimates
restrictions2RAM

Convert to reticular action model
GPA2FA

Covert Result of Gradient Projection Algorithm
model_comparison

Compare Factor Analysis Models
manifest-class

Class "manifest"
read.cefa

Read and Write Files Produced by or for CEFA
read.triangular

Input a Covariance or Correlation Matrix
mapping_rule

Default Mapping Rule
FAiR-package

Factor Analysis in R
parameter-class

Class "parameter"
make_manifest

Make an object that inherits from class "manifest"
equality_restriction-class

Class "equality_restriction"
Rotate

Choose a Transformation in Exploratory Factor Analysis
restrictions-class

Class "restrictions"
summary.FA-class

Class "summary.FA"
make_restrictions

Make an object of class "restrictions"
FAiR-internal

Quasi-internal S4 Methods
S3methodsFAiR

S3 methods for "FA" objects