aglm-package |
aglm: Accurate Generalized Linear Model |

AccurateGLM-class |
Class for results of 'aglm()' and 'cv.aglm()' |

aglm |
Fit an AGLM model with no cross-validation |

AGLM_Input-class |
S4 class for input |

coef.AccurateGLM |
Get coefficients |

createEqualFreqBins |
Create bins (equal frequency binning) |

createEqualWidthBins |
Create bins (equal width binning) |

cv.aglm |
Fit an AGLM model with cross-validation for lambda |

cva.aglm |
Fit an AGLM model with cross-validation for both alpha and lambda |

CVA_AccurateGLM-class |
Class for results of 'cva.aglm()' |

deviance.AccurateGLM |
Get deviance |

executeBinning |
Binning the data to given bins. |

getLVarMatForOneVec |
Create L-variable matrix for one variable |

getODummyMatForOneVec |
Create a O-dummy matrix for one variable |

getUDummyMatForOneVec |
Create a U-dummy matrix for one variable |

plot.AccurateGLM |
Plot contribution of each variable and residuals |

predict.AccurateGLM |
Make predictions for new data |

print.AccurateGLM |
Display textual information of the model |

residuals.AccurateGLM |
Get residuals of various types |