Estimation and model selection for strictly positive heavy tailed data, using flexible parametric distributions

betapr_flexfit | Fitting Beta Prime distribution via maximum likelihood |

betapr_flexpredict | Conditional mean for Beta Prime distribution |

betapr_flexprob | Conditional probability for Beta Prime distribution |

betapr_shape1 | First stage estimate for alpha in the Beta Prime distribution |

betapr_shape2 | First stage estimate for beta in the Beta Prime distribution |

dagum_flexfit | Fitting Dagum distribution via maximum likelihood |

dagum_flexpredict | Conditional mean for Dagum distribution |

dagum_flexprob | Conditional probability for Dagum distribution |

Diabetes | Virginia School of Medicine diabetes dataset |

exp_flexfit | Fitting Exponential distribution via maximum likelihood |

exp_flexpredict | Conditional mean for Exponential distribution |

exp_flexprob | Conditional probability for Exponential distribution |

exp_rate | First stage estimate for lambda in the Exponential... |

fisk_flexfit | Fitting Fisk distribution via maximum likelihood |

fisk_flexpredict | Conditional mean for Fisk distribution |

fisk_flexprob | Conditional probability for Fisk distribution |

fisk_scale | First stage estimate for alpha in the Fisk distribution |

fisk_shape | First stage estimate for beta in the Fisk distribution |

flex_select | Select best fitting distribution |

gamma_flexfit | Fitting Gamma distribution via maximum likelihood |

gamma_flexpredict | Conditional mean for Gamma distribution |

gamma_flexprob | Conditional probability for Gamma distribution |

gamma_rate | First stage estimate for beta in the Gamma distribution |

gamma_shape | First stage estimate for alpha in the Gamma distribution |

gb2_flexfit | Fitting Generalized Beta of the Second Kind via maximum... |

gb2_flexpredict | Conditional mean for Generalized Beta distribution of the... |

gb2_flexprob | Conditional probability for Generalized Beta distribution of... |

ggamma_alpha | First stage estimate for alpha in the Generalized Gamma... |

ggamma_flexfit | Fitting Generalized Gamma distribution via maximum likelihood |

ggamma_flexpredict | Conditional mean for Generalized Gamma distribution |

ggamma_flexprob | Conditional probability for Generalized Gamma distribution |

ggamma_mu | First stage estimate for mu in the Generalized Gamma... |

ggamma_phi | First stage estimate for phi in the Generalized Gamma... |

lnorm_flexfit | Fitting Log-Normal distribution via maximum likelihood |

lnorm_flexpredict | Conditional mean for Log-Normal distribution |

lnorm_flexprob | Conditional probability for Log-Normal distribution |

lnorm_mean | First stage estimate for mu in the Log-Normal distribution |

lnorm_var | First stage estimate for sigma squared in the Log-Normal... |

lomax_flexfit | Fitting Lomax distribution via maximum likelihood |

lomax_flexpredict | Conditional mean for Lomax distribution |

lomax_flexprob | Conditional probability for Lomax distribution |

lomax_scale | First stage estimate for lambda in the Lomax distribution |

lomax_shape | First stage estimate for alpha in the Lomax distribution |

sinmad_flexfit | Fitting Singh-Maddala distribution via maximum likelihood |

sinmad_flexpredict | Conditional mean for Singh-Maddala distribution |

sinmad_flexprob | Conditional probability for Singh-Maddala distribution |

weibull_flexfit | Fitting Weibull distribution via maximum likelihood |

weibull_flexpredict | Conditional mean for Weibull distribution |

weibull_flexprob | Conditional probability for Weibull distribution |

weibull_scale | First stage estimate for lambda in the Weibull distribution |

weibull_shape | First stage estimate for kappa in the Weibull distribution |

which_IC | General Purpose Information Criterion Function |

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