60 citations · 172 across the 17 of their papers we have counts for
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stat.ME2018★ 11 cited
Robust high dimensional factor models with applications to statistical machine learning
Jianqing Fan, Kaizheng Wang, Yiqiao Zhong +1
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 genomic…
stat.ME2018★ 18 cited
Principal component analysis for big data
Jianqing Fan, Qiang Sun, Wen-Xin Zhou +1
Big data is transforming our world, revolutionizing operations and analytics everywhere, from financial engineering to biomedical sciences. The complexity of big data often makes d…