Factor collapsing with Bayesian model averaging for regression models

AddOnSearch | Search the optimal model region from a close-to-optimum model |

bic.model.weight | Approximate model posterior probability using BIC. |

collapse.data | Reorganise dataset |

combineCollapsing | Combining the best collapsings from factors collapsed... |

convert.cano.graycode | Convert a given graycode into its canonical format |

factor.level.collapsing | Factor collapsing over one factor |

FCBMA | Factor collapsing (FC) with Bayesian model averaging (BMA)... |

fc.model.refit | Refit a model based on collapsed factors |

Gini | Gini index calculation |

graycode.to.partition | Convert graycode to listing of partition |

partition.neighbour | Generate neighbours of a graycode with or withour... |

predict.fc | Prediction based on FC |

rxAICtoBIC | convert from AIC to BIC, from a rxGlm model |

setPartitions | Generate set partitions |

SplitAt | Split a vector at a certain location/position |

TournamentSelection | Tournament Selection |

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