Supervised Component Generalized Linear Regression
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Documentation for package ‘SCGLR’ version 3.0
- DESCRIPTION file.
- Code demos. Use demo() to run them.
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 |