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Title:

Mutagenetic Tree Models

Document type:
Buchbeitrag
Author(s):
Beerenwinkel, Niko; Drton, Mathias
Pages contribution:
278-290
Chapter contribution:
14
Abstract:
Mutagenetic trees are a class of graphical models designed for accumulative evolutionary processes. The state spaces of these models form finite distributive lattices. Using this combinatorial structure, we determine the algebraic invariants of mutagenetic trees. We further discuss the geometry of mixture models. In particular, models resulting from mixing a single tree with an error model are shown to be identifiable. Accumulative evolutionary processes some evolutionary processes can be descri...     »
Dewey Decimal Classification:
510 Mathematik
Editor:
Pachter, L.; Sturmfels, B.
Book title:
Algebraic Statistics for Computational Biology
Volume:
13
Publisher:
Cambridge University Press
Year:
2005
Quarter:
3. Quartal
Year / month:
2005-08
Month:
Aug
Pages:
278-290
Print-ISBN:
9780511610684
Language:
en
DOI:
doi:10.1017/cbo9780511610684.018
Format:
Text
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