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 |

genus | Sample dataset of abundance of genera in tropical moist... |

infoCriterion | Function that calculates cross-validation selection criteria |

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 |

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