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Dynamic Factor Analysis for Multivariate Time Series: An Application to Cognitive Trajectories

We propose a dynamic factor model appropriate for large epidemiological studies and develop an estimation algorithm which can handle datasets with large number of subjects and short temporal information. The algorithm uses a two cycle iterative approach for parameter estimation in such a large datas...

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Bibliografiska uppgifter
I publikationen:Int J Clin Biostat Biom
Huvudupphovsmän: Tripodis, Yorghos, Zirogiannis, Nikolaos
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2015
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4704801/
https://ncbi.nlm.nih.gov/pubmed/26753177
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