Function reference

multivariateFormula()
 Formula construction

scglr()
 Function that fits the scglr model

scglrTheme()
 Function that fits the theme model

kCompRand()
 Function that fits the mixedSCGLR model

scglrCrossVal()
 Function that fits and selects the number of component by crossvalidation.

scglrThemeBackward()
 Theme Backward selection
Displaying results
Various S3 methods for displaying information and results from scglr and scglrTheme objects.

pairs(<SCGLR>)
 Pairwise scglr plot on components

plot(<SCGLR>)
 SCGLR generic plot

print(<SCGLR>)
 Print SCGLR object

screeplot(<SCGLR>)
 Screeplot of percent of overall X variance captured by component

summary(<SCGLR>)
print(<summary.SCGLR>)
 Summarizing SCGLR fits

plot(<SCGLRTHM>)
 SCGLRTHM generic plot

screeplot(<SCGLRTHM>)
 Screeplot of percent of overall X variance captured by component

customize
 Plot customization

critConvergence()
 Auxiliary function for controlling SCGLR fitting

infoCriterion()
 Function that calculates crossvalidation selection criteria

methodSR()
 Regularization criterion types