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Titel:

Bayesian Networks for Max-linear Models

Dokumenttyp:
Buchbeitrag
Autor(en):
Klüppelberg, C. and Lauritzen, S.
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...     »
Seitenangaben Beitrag:
79-97
Dewey-Dezimalklassifikation:
510 Mathematik
Herausgeber:
Biagini, F. and Kauermann, G. and Meyer-Brandis, T.
Buchtitel:
Network Science - An Aerial View
Auflage:
1st Ed.
Verlag / Institution:
Springer International Publishing
Publikationsdatum:
28.11.2019
Jahr:
2019
Quartal:
4. Quartal
Jahr / Monat:
2019-11
Monat:
Nov
Seiten/Umfang:
128
Print-ISBN:
978-3-030-26813-8
E-ISBN:
978-3-030-26814-5
Sprache:
en
DOI:
doi:10.1007/978-3-030-26814-5
WWW:
Springer
TUM Einrichtung:
Lehrstuhl für Mathematische Statistik
Semester:
WS 19-20
Format:
Text
 BibTeX