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stat.ME2022
Joint modeling of landslide counts and sizes using spatial marked point processes with sub-asymptotic mark distributions
Rishikesh Yadav, Raphaël Huser, Thomas Opitz +1
To accurately quantify landslide hazard in a region of Turkey, we develop new marked point process models within a Bayesian hierarchical framework for the joint prediction of lands…
stat.ME2019
Spatial hierarchical modeling of threshold exceedances using rate mixtures
Rishikesh Yadav, Raphaël Huser, Thomas Opitz
We develop new flexible univariate models for light-tailed and heavy-tailed data, which extend a hierarchical representation of the generalized Pareto (GP) limit for threshold exce…