Automated fitting, model selection, and documentation functions for GLM modelling of binary response variables.

accuracy | Miscelaneous function used in main routines. |

autoGLM | A main function of the package for automated generalized... |

corinetable | A reclassification table for Corine land cover to a... |

describe | A simple function to describe a dataset. |

exportWeightsfile | A function to export a csv file containing the weights file... |

generalizeToSpecific | A main function of the package to apply generalize to... |

getCall2 | Returns the name of a call as string. |

getSamples | A function to extract small samples that maintain important... |

guessStartVal | A function to efficiently obtain starting values for... |

iapply | lapply without memory builtup. Iterative application of a... |

IC | A simple function to extract information criteria from a... |

is.speed | Miscelaneous function used in main routines. |

ITdata | A sample dataset produced with 'getSamples' with 157481... |

logistic | The logistic function. |

logit | Simple wrapper to estimate a binomial logit model by IWLS or... |

MLtoBinomData | Miscelaneous function used in main routines. |

normalize | A simple function to normalize a dataset of variables to the... |

opt.glm | Core function used by autoGLM, for details and usage see... |

opt.h | Optimization routine based on hypothesis testing. |

opt.ic | Optimization routine based on information criteria. |

opt.t | Optimization routine based on step-wise elimenation using... |

pkgTest | An function to load and install packages. |

PtoBin | Miscelaneous function used in main routines. |

reclassify | A function for reclassification of integer data. |

selectX | A main function of the package for variable selection based... |

simulateLogit | A function to generate random data from a logit model. |

tgc | A function for memory management. |

withinInterval | A function that determines whether a point lies in a... |

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