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MULTI-WAY BLOCKMODELS FOR ANALYZING COORDINATED HIGH-DIMENSIONAL RESPONSES

We consider the problem of quantifying temporal coordination between multiple high-dimensional responses. We introduce a family of multi-way stochastic blockmodels suited for this problem, which avoids pre-processing steps such as binning and thresholding commonly adopted for this type of problems,...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Airoldi, Edoardo M, Wang, Xiaopei, Lin, Xiaodong
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3935422/
https://ncbi.nlm.nih.gov/pubmed/24587846
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/13-AOAS643
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