Optimal Design Emulators via Point Processes

demu-package | 'demu' is an open-source R package implementing a Gaussian... |

generalized.wendland | Calculate the correlation matrix according to the generalized... |

getranges | Get variable ranges from a design matrix. |

makedistlist | Make list of distance matrices for calculating GP correlation... |

matern32 | Calculate the correlation matrix according to the Matern... |

matern52 | Calculate the correlation matrix according to the Matern... |

remove.projections | Identify candidate points making up all marginal... |

rhomat | Calculate the correlation matrix according to the squared... |

scaledesign | Rescale a design matrix to the [0,1] hypercube. |

sim.dpp.modal | Draw samples from the conditional DPP design emulator. |

sim.dpp.modal.fast | Draw samples from the conditional DPP design emulator. |

sim.dpp.modal.fast.seq | Draw sequential samples from the conditional DPP given... |

sim.dpp.modal.np | Draw samples from the conditional DPP design emulator using a... |

sim.dpp.modal.nystrom | Draw samples from the conditional DPP design emulator using... |

sim.dpp.modal.nystrom.kmeans | Subsample an observational dataset using the conditional DPP... |

sim.dpp.modal.seq | Draw sequential samples from the conditional DPP given... |

unscalemat | Unscale a matrix back to its original ranges. |

wendland1 | Calculate the correlation matrix according to the Wendland1... |

wendland2 | Calculate the correlation matrix according to the Wendland2... |

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