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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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Bibliografiske detaljer
Udgivet i:Stat Sci
Main Authors: Fan, Jianqing, Wang, Kaizheng, Zhong, Yiqiao, Zhu, Ziwei
Format: Artigo
Sprog:Inglês
Udgivet: 2021
Fag:
Online adgang: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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