Function reference
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multivariateFormula() - Formula construction
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scglr() - Function that fits the scglr model
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scglrTheme() - Function that fits the theme model
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kCompRand() - Function that fits the mixed-SCGLR model
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scglrCrossVal() - Function that fits and selects the number of component by cross-validation.
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scglrThemeBackward() - Theme Backward selection
Displaying results
Various S3 methods for displaying information and results from scglr and scglrTheme objects.
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pairs(<SCGLR>) - Pairwise scglr plot on components
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plot(<SCGLR>) - SCGLR generic plot
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print(<SCGLR>) - Print SCGLR object
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screeplot(<SCGLR>) - Screeplot of percent of overall X variance captured by component
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summary(<SCGLR>)print(<summary.SCGLR>) - Summarizing SCGLR fits
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plot(<SCGLRTHM>) - SCGLRTHM generic plot
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screeplot(<SCGLRTHM>) - Screeplot of percent of overall X variance captured by component
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customize - Plot customization
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critConvergence() - Auxiliary function for controlling SCGLR fitting
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infoCriterion() - Function that calculates cross-validation selection criteria
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methodSR() - Regularization criterion types