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Robust high dimensional factor models with applications to statistical machine learning

Factor models are a class of powerful statistical models that have been widely used to deal with dependent measurements that arise frequently from various applications from genomics and neuroscience to economics and finance. As data are collected at an ever-growing scale, statistical machine learnin...

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Bibliographische Detailangaben
Veröffentlicht in:Stat Sci
Hauptverfasser: Fan, Jianqing, Wang, Kaizheng, Zhong, Yiqiao, Zhu, Ziwei
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8315369/
https://ncbi.nlm.nih.gov/pubmed/34321713
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/20-sts785
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