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Document type:
Buchbeitrag 
Author(s):
Klüppelberg, C. and Lauritzen, S. 
Title:
Bayesian Networks for Max-linear Models 
Abstract:
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 particular, we emphasize that distributions for such networks are never faithful to the independence model determined by their associated directed acyclic graph unless the latter is a polytree, in which case they are always faithful. In addition, we consider some of the basic issues of estimation and discuss generalized maxim...    »
 
Dewey Decimal Classification:
510 Mathematik 
Editor:
Biagini, F. and Kauermann, G. and Meyer-Brandis, T. 
Book title:
Network Science - An Aerial View from Different Perspectives 
Publisher:
Springer 
Year:
2019 
Language:
en 
Semester:
SS 19 
TUM Institution:
Lehrstuhl für Mathematische Statistik 
Format:
Text