Copula modelling

Probabilistic and Distance-based Approaches for Computing Highest-Density Regions (Talk @ EcoSta2023)

Many statistical problems require estimating a density function, say f , from data samples. Multivariate highest-density regions (HDRs) are considered - i.e., minimum volume sets containing a given probability - typically computed using a density …

Computing Highest Density Regions with Copulae (Poster @ 13 GdR MEMOTEF)

We investigate the problem of deriving highest density regions (HDRs) from multivariate data samples. We are interested in estimating minimum volume sets that contain a given probability. In the case of unknown distribution probabilities f, the …

Computing Highest Density Regions with Copulae (Talk @ SIS 2023)

We investigate the problem of deriving highest density regions (HDRs) from multivariate data samples. We are interested in estimating minimum volume sets that contain a given probability. In the case of unknown distribution probabilities f, the …