An implementation of information based optimal subsampling method.

demoFigures | Wapper function to generate images in paper. |

demoIboss | Customized Simulation Functions, returns MSE and plots |

Generate_Case_Full_Data | Simulation Case Dataset Generator |

get_Iboss | Get IBOSS Subsample from user input data |

getIBOSS | Function to get IBOSS sample for given dataset |

getIBOSS0 | Function to get IBOSS sample only |

getIdx | Get IBOSS sample from one dimension |

getLEV | Function to get leverage subsample |

getMSE | calculating Mean Squared Errors (MSE) |

getSRS | Function to get Simple Random Sample |

IBOSS-package | A short title line describing what the package does |

runIboss | App that run Demos and Simulations |

runIbossExample | Wapper of pre-designed examples. |

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