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An overview on models for tree-indexed time series

Authors
황선영
Issue Date
Jun-2011
Publisher
KEIMYUNG UNIVERSITY
Citation
Quantitative Bio-Science, v.30, no.1, pp.9 - 11
Journal Title
Quantitative Bio-Science
Volume
30
Number
1
Start Page
9
End Page
11
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/17648
ISSN
2288-1344
Abstract
Time series models indexed by a tree structure have recently been popular in the field of cell lineage studies and branching processes. This article aims to overview various models in a unified way, and thus providing some perspectives to the future works in this area. Three components are discussed in modeling tree-indexed time series. First component is the nature of trees indexing the data and the specification of the time series models defined on the tree may be the second component. The correlation between sisters sharing the same mother is referred to as the branching correlation and the mathematical specification of the branching correlation is regarded as the third component in modeling tree-indexed time series. We provide recent references with explanations of the three components in a broader context.
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