Factor Modeling for Radiomics Data

Documentation for package ‘FMradio’ version 1.1.1

FMradio-package	Factor modeling for radiomic data
autoFMradio	Wrapper for automated workflow
dimGB	Assess the latent dimensionality using Guttman bounds
dimIC	Assess the latent dimensionality using information criteria
dimLRT	Assess the latent dimensionality using a likelihood ratio test
dimVAR	Assessing variances under factor solutions
facScore	Compute factor scores
facSMC	Evaluate the determinacy of factor scores
FAsim	Simulate data according to the common factor analytic model
FMradio	Factor modeling for radiomic data
mlFA	Maximum likelihood factor analysis
radioHeat	Visualize a (correlation) matrix as a heatmap
regcor	Regularized correlation matrix estimation
RF	Redundancy filtering of a square (correlation) matrix
SA	Calculate the KMO measure of feature-sampling adequacy
SMC	Compare squared multiple correlations with model-based communalities
subSet	Subset a data matrix or expression set