307 citations · 568 across the 44 of their papers we have counts for
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math.ST2010★ 9 cited
Nonparametric estimation of genewise variance for microarray data
Jianqing Fan, Yang Feng, Yue S. Niu
Estimation of genewise variance arises from two important applications in microarray data analysis: selecting significantly differentially expressed genes and validation tests for…
stat.ML2010★ 15 cited
A ROAD to Classification in High Dimensional Space
Jianqing Fan, Yang Feng, Xin Tong
For high-dimensional classification, it is well known that naively performing the Fisher discriminant rule leads to poor results due to diverging spectra and noise accumulation. Th…
stat.ML2010★ 18 cited
High-dimensional variable selection for Cox's proportional hazards model
Jianqing Fan, Yang Feng, Yichao Wu
Variable selection in high dimensional space has challenged many contemporary statistical problems from many frontiers of scientific disciplines. Recent technology advance has made…