Generalized Linear Models (GLM) for Large Data Sets

asInteger | converts numeric vector to integer |

bglm | Function to carry out generalized linear regression on a... |

bglm_predict | predict function for bglm object |

binomial_ | binomial family function |

blm | Function to carry out linear regression on a data_frame data... |

CreateFactor | creates factor from numeric vector and character vector as... |

data_frame | function to create a data_frame object |

data_matrix | function to create a data_frame object |

family_ | family function |

Gamma_ | Gamma family function |

gaussian_ | gaussian family function |

inverse.gaussian_ | inverse.gaussian family function |

load_data_frame | function to load data_frame object |

load_data_matrix | function to load data_frame object |

myIn | finds whether x is in y |

mySeq | mySeq function to sequence integers |

plasma | plasma data from the HSAUR package |

poisson_ | poisson family function |

print.bglm | print function for the bglm object |

print.blm | print function for the blm object |

print.data_frame | print function for a data_frame |

print.data_matrix | print function for a data_matrix |

print.summary.bglm | Function to print the summary object from the bglm object |

print.summary.blm | Function to print the summary object from the blm object |

process_bglm_block | Function to print the summary object from the blm object |

quasi_ | quasi family function |

quasibinomial_ | quasibinomial family function |

quasipoisson_ | quasipoisson family function |

r_bind | row binding for benchmarking ... |

read_df_block | read data frame block from file |

read_df_blocks | read multiple blocks of data frames from file |

read_matrix_block | read matrix block from file |

read_matrix_blocks | read matrix blocks from file |

readNumericVector | reads numeric vector to file |

sum_bglm_block | The reduction function for the algorithm |

summary.bglm | summary function for the bglm object |

summary.blm | summary function for the blm object |

SVD | Singular value decomposition of the aggregated list from... |

write_numeric_vector | writes numeric vector to file |

writeNumericVector | writes numeric vector to file |

XWXMatrix | Calculation of iterative regression components |

XWXMatrixW | Calculation of iterative regression components |

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