30 citations · 34 across the 3 of their papers we have counts for
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math.ST2019
Harmonic Analysis of Symmetric Random Graphs
Steffen Lauritzen
This note attempts to understand graph limits as defined by Lovasz and Szegedy (2006)} in terms of harmonic analysis on semigroups. This is done by representing probability distrib…
stat.ME2019
Bayesian Networks for Max-linear Models
Claudia Klüppelberg, Steffen Lauritzen
We study Bayesian networks based on max-linear structural equations as introduced in Gissibl and Klüppelberg [16] and provide a summary of their independence properties. In particu…
math.ST2019
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…