R: Factor Modeling for Radiomics Data

# Factor Modeling for Radiomics Data

## Documentation for package ‘FMradio’ version 1.1.2

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

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