Supervised Component Generalized Linear Regression


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Documentation for package ‘SCGLR’ version 3.0

Help Pages

critConvergence Auxiliary function for controlling SCGLR fitting
customize Plot customization
genus Sample dataset of abundance of genera in tropical moist forest
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