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Document type:
Masterarbeit
Author(s):
Florian Kössinger
Title:
Vine Copula and mixture model based analysis of the Sachs data
Abstract:
The Sachs dataset consists of 14 measurements of human T cells. In each of these 14 experiments, external influence was applied to certain phospho-proteins and -lipids, whose abundance is given as variables of the dataset. In addition, the variables affect each other, making graphical models a useful approach for the analysis. After a short analysis and overview of the pooled data, vine copula mixture models, introduced by Sahin and Czado (2021), are used to find substructures in the Sachs dat...     »
Subject:
MAT Mathematik
DDC:
510 Mathematik
Advisor:
Claudia Czado, Özge Sahin
Date of acceptation:
04.02.2022
Year:
2022
Quarter:
1. Quartal
Year / month:
2022-02
Month:
Feb
Pages:
132
University:
Technische Universität München
Faculty:
Fakultät für Mathematik
TUM Institution:
Professur für Angewandte Mathematische Statistik
Format:
Text
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