Quantile Regression Outlier Diagnostics with K Left Out Analysis

ah | House Price |

ais | Australia Institute of Sport data |

ALDqr_case_deletion | Calculate the case-deletion coefficience of the MLE... |

ALDqr_GCD | Generalized Cook's distance for each observation in quantile... |

ALDqr_QD | Q-function distance for each observation in quantile... |

baseball | Baseball Hitter Data |

bayesKL | Kullback-Leibler divergence for each observation in Baysian... |

bayesProb | Mean posterior probability for each observation in Baysian... |

frame_ald | Density function plot of the error term for quantile... |

frame_ald_weight | Weighting Matrix of Quantile regression using Asymmetric... |

frame_bayes | Mean probability of posterior distribution and... |

frame_br | Visualization of quantile regression model fitting: br... |

frame_distance | Residual-robust distance plot of quantile regression model |

frame_distance_complex | Residual-robust distance plot of quantile regression model |

frame_fn_obs | Visualization of quantile regression model fitting: interior... |

frame_fn_path | Visualization of the fitting path of quantile regression:... |

frame_mle | General Cook's distance or Q-function distance of quantile... |

frame_nlrq | Visualization of fitting process of non-linear quantile... |

qrod_bayes | Outlier Dignostic for Quantile Regression Based on Bayesian... |

qrod_mle | Outlier Dignostic for Quantile Regression with Asymmetric... |

trout | Fish habbit of trout |

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