Man pages for SCnext/SCGLR
Supervised Component Generalized Linear Regression
| barplot.SCGLR | Barplot of percent of overall X variance captured by... |
| barplot.SCGLRTHM | Barplot of percent of overall X variance captured by... |
| cash-.MultivariateFormula | $ operator for multivariate formula |
| critConvergence | Auxiliary function for controlling SCGLR fitting |
| customize | Plot customization |
| dataGen | Sample dataset of abundance of genera in tropical moist... |
| genus | Sample dataset of abundance of genera in tropical moist... |
| genus2 | Sample dataset of abundance of genera in tropical moist... |
| infoCriterion | Function that calculates cross-validation selection criteria |
| kCompRand | Function that fits the mixed-SCGLR model |
| methodSR | Regularization criterion types |
| multivariateFormula | Formula construction |
| multivariateGlm.fit | Multivariate generalized linear regression |
| multivariatePredictGlm | Function that predicts the responses from the covariates for... |
| pairs.SCGLR | Pairwise scglr plot on components |
| plot.SCGLR | SCGLR generic plot |
| plot.SCGLRTHM | SCGLRTHM generic plot |
| print.MultivariateFormula | print a multivariate formula |
| print.SCGLR | Print SCGLR object |
| scglr | Function that fits the scglr model |
| scglrCrossVal | Function that fits and selects the number of component by... |
| scglrTheme | Function that fits the theme model |
| scglrThemeBackward | Theme Backward selection |
| screeplot.SCGLR | Screeplot of percent of overall X variance captured by... |
| screeplot.SCGLRTHM | Screeplot of percent of overall X variance captured by... |
| summary.SCGLR | Summarizing SCGLR fits |
