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Document type:
Bachelorarbeit 
Author(s):
Leonard Waldmann 
Title:
Computational Study of Equivalence of Graphical Models with Groupwise Equal Error variances 
Abstract:
The edges of a directed acyclic graph (DAG) can be interpreted as cause-effect relations from parent to child node. Linear structural equation models (LSEM) are sets of matrices of distributions that quantify these cause-effect relations by describing a node through a linear function of its parents and some additive independent noise term. Given the LSEM of an unknown DAG, previous results have shown that the underlying DAG can only be identified up to the well-known Markov equivalence classes....    »
 
Subject:
MAT Mathematik 
DDC:
510 Mathematik 
Supervisor:
Mathias Drton 
Advisor:
Roser Homs Pons 
Date of acceptation:
31.03.2022 
Year:
2022 
Quarter:
1. Quartal 
Year / month:
2022-03 
Month:
Mar 
Pages:
42 
University:
Technische Universität München 
Faculty:
Fakultät für Mathematik 
TUM Institution:
Lehrstuhl für Mathematische Statistik 
Format:
Text