alcdf | Asymmetric Laplace Distribution |

alcdfstdg3 | CDF of a standard Asymmetric Laplace Distribution |

bqror | Bayesian Quantile Regression for Ordinal Models |

covariate_effect | Covariate Effect for Bayesian Quantile Regression for Ordinal Models |

data25j3 | data25j3 Data with 300 observations for p = 0.25 with 3 outcomes |

data25j4 | data25j4 Data with 300 observations for p = 0.25 with 4 outcomes |

data50j3 | data50j3 Data with 300 observations for p = 0.5 with 3 outcomes |

data50j4 | data50j4 Data with 300 observations for p = 0.5 with 4 outcomes |

data75j3 | data75j3 Data with 300 observations for p = 0.75 with 3 outcomes |

data75j4 | data75j4 Data with 300 observations for p = 0.75 with 4 outcomes |

deviance3 | Deviance Information Criteria for Ordinal Models with 3 outcomes |

devianceg3 | Deviance Information Criteria for Ordinal Models with more than 3 outcomes |

drawbeta3 | Samples beta for an Ordinal Model with 3 outcomes |

drawbetag3 | Samples beta for an Ordinal Model with more than 3 outcomes |

drawdeltag3 | Samples the delta for an Ordinal Model with more than 3 outcomes |

drawlatent3 | Samples the Latent Variable z for an Ordinal Model with 3 outcomes |

drawlatentg3 | Samples the Latent Variable z for an Ordinal Models with more than 3 outcomes |

drawnu3 | Samples the scale factor nu for an Ordinal Model with 3 outcomes |

drawsigma3 | Samples the sigma for an Ordinal Model with 3 outcomes |

drawwg3 | Samples the latent weight w for an Ordinal Model with more than 3 outcomes |

Educational_Attainment | Educational_Attainment This data-set is based on National Longitudinal Study Youth (NLSY, 1979) survey data. The data is used to analyze the study returns to schooling. |

inefficiency_factor3 | Inefficiency Factor for Ordinal Models with 3 outcomes |

inefficiency_factorg3 | Inefficiency Factor for Ordinal Models with more than 3 outcomes |

negLoglikelihood | NegLoglikelihood function for Ordinal Models with 3 outcomes |

Policy_Opinion | Policy_Opinion The data-set is based on the survey conducted by American National Election Studies (ANES) in 2010-2012. This data talks about the public opinion on the pro-growth tax policy, considered to raise the federal income taxes for couples (individuals) earning more than $250,000 ($200,000) per year. |

qrminfundtheorem | Minimize the negative of log-likelihood |

qrnegloglikensum | Negative log-likelihood for Ordinal Models with more than 3 outcomes |

quan_reg3 | Bayesian Quantile Regression for Ordinal Models with 3 outcomes |

quan_regg3 | Bayesian Quantile Regression for Ordinal Models with more than 3 outcomes |

rndald | Generates random numbers from an Asymmetric Laplace Distribution |

trace_plot3 | Trace Plots for Ordinal Models with 3 outcomes |

trace_plotg3 | Trace Plots for Ordinal Models with more than 3 outcomes |