Bayesian Non-Parametric Dependent Models for Time-Indexed Functional Data

cluster_plot | Plot estimated functions for experimental units faceted by... |

cps | Monthly employment counts from 1990 - 2013 from the Current... |

fit_compare | Side-by-side plot panels that compare latent function values... |

gen_informative_sample | Generate a finite population and take an informative single... |

gmrfdpcountPost | Run a Bayesian functional data model under an instrinsic GMRF... |

gmrfdpgrow | Bayesian instrinsic Gaussian Markov Random Field model for... |

gmrfdpPost | Run a Bayesian functional data model under an instrinsic GMRF... |

gpBFixPost | Run a Bayesian functional data model under a GP prior with a... |

gpdpbPost | Run a Bayesian functional data model under a GP prior whose... |

gpdpgrow | Bayesian non-parametric dependent Gaussian process model for... |

gpdpPost | Run a Bayesian functional data model under a GP prior whose... |

gpFixPost | Run a Bayesian functional data model under a GP prior whose... |

gpPost | Run a Bayesian functional data model under a GP prior whose... |

growfunctions-package | Bayesian Non-Parametric Models for Estimating a Set of... |

informative_plot | Plot credible intervals for parameters to compare ignoring... |

MSPE | Compute normalized mean squared prediction error based on... |

plot_cluster | Plot estimated functions, facetted by cluster numbers, for a... |

predict_functions | Use the model-estimated covariance parameters from gpdpgrow()... |

predict_functions.gmrfdpgrow | Use the model-estimated iGMRF precision parameters from... |

predict_functions.gpdpgrow | Use the model-estimated GP covariance parameters from... |

predict_plot | Plot estimated functions both at estimated and predicted time... |

samples | Produce samples of MCMC output |

samples.gmrfdpgrow | Produce samples of MCMC output |

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