# Supervised Component Generalized Linear Regression

## Documentation for package ‘SCGLR’ version 3.1.0

- DESCRIPTION file
- Code demos. Use demo() to run them.
- Package NEWS
- Package README

## Help Pages

critConvergence | Auxiliary function for controlling SCGLR fitting
customize | Plot customization
dataGen | Sample dataset of abundance of genera in tropical moist forest
genus | Sample dataset of abundance of genera in tropical moist forest
genus2 | Sample dataset of abundance of genera in tropical moist forest
kCompRand | Function that fits the mixed-SCGLR model
methodSR | Regularization criterion types
multivariateFormula | Formula construction
pairs.SCGLR | Pairwise scglr plot on components
plot.SCGLR | SCGLR generic plot
plot.SCGLRTHM | SCGLRTHM generic plot
scglr | Function that fits the scglr model
scglrCrossVal | Function that fits and selects the number of component by cross-validation.
scglrTheme | Function that fits the theme model
scglrThemeBackward | Theme Backward selection
screeplot.SCGLR | Screeplot of percent of overall X variance captured by component
screeplot.SCGLRTHM | Screeplot of percent of overall X variance captured by component