Functions for multivariate generalized Pareto distribution (MGPD of Type II)


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Documentation for package ‘mgpd’ version 1.0

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mgpd-package Functions for multivariate generalized Pareto distribution (MGPD of Type II)
bgpd_fit Maximum-likelihood fitting for the bivariate generalized Pareto distribution
bgpd_maxlik Log-likelihood function for bivariate generalized Pareto distribution
DailyWind German Wind Speed Data
dbgpd Density function for bivariate generalized Pareto distribution (of Type II)
dbgpd_bilog Density function for bilogistic bgpd model.
dbgpd_ct Density function for the Coles-Tawn (Dirichlet) bgpd model.
dbgpd_log Density function for the logistic bgpd model.
dbgpd_mix Density function for the mixed bgpd model.
dbgpd_negbilog Density function for the negative bilogistic bgpd model.
dbgpd_neglog Density function for the negative logistic bgpd model.
dbgpd_psilog Density function for the psi-logistic bgpd model.
dbgpd_psineglog Density function for the Coles-Tawn psi-negative logistic bgpd model.
dbgpd_region Computing BGPD predction regions
dbgpd_taj Density function for the Tajvidi's generalized symmetric logistic bgpd model.
mgpd Functions for multivariate generalized Pareto distribution (MGPD of Type II)
mgpd_data Exceedances over given threshold vector for MGPD methods
mgpd_init Initial marginal parameters for fitting multivariate Pareto distribution
ml_bilog Loglik function for bilogistic bgpd model.
ml_ct Loglik function for the Coles-Tawn (Dirichlet) bgpd model.
ml_log Loglik function for logistic bgpd model.
ml_mix Loglik function for the mixed bgpd model.
ml_negbilog Loglik function for the negative bilogistic bgpd model.
ml_neglog Loglik function for 'bgpd_maxlik'.
ml_psilog Loglik function for the psi-logistic bgpd model.
ml_psineglog Loglik function for the negative psi-logistic bgod model.
ml_taj Loglik function for the Tajvidi's generalized symmetric logistic bgpd model.