1 citations · 1 across the 1 of their papers we have counts for
4 papers
Identifiability and estimation of recursive max-linear models
Nadine Gissibl, Claudia Klüppelberg, Steffen Lauritzen
We address the identifiablity and estimation of recursive max-linear structural equation models represented by an edge weighted directed acyclic graph (DAG). Such models are genera…
Tail dependence of recursive max-linear models with regularly varying noise variables
Nadine Gissibl, Claudia Klüppelberg, Moritz Otto
Recursive max-linear structural equation models with regularly varying noise variables are considered. Their causal structure is represented by a directed acyclic graph (DAG). The…
Max-linear models on directed acyclic graphs
Nadine Gissibl, Claudia Klüppelberg
We consider a new recursive structural equation model where all variables can be written as max-linear function of their parental node variables and independent noise variables. Th…
Using proper divergence functions to evaluate climate models
Thordis L. Thorarinsdottir, Tilmann Gneiting, Nadine Gissibl
It has been argued persuasively that, in order to evaluate climate models, the probability distributions of model output need to be compared to the corresponding empirical distribu…