35 citations · 119 across the 8 of their papers we have counts for
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stat.ME2023
Nonlinear Functional Principal Component Analysis Using Neural Networks
Rou Zhong, Chunming Zhang, Jingxiao Zhang
Functional principal component analysis (FPCA) is an important technique for dimension reduction in functional data analysis (FDA). Classical FPCA method is based on the Karhunen-L…
stat.ME2012
Graphical-model Based Multiple Testing under Dependence, with Applications to Genome-wide Association Studies
Jie Liu, Chunming Zhang, Catherine McCarty +3
Large-scale multiple testing tasks often exhibit dependence, and leveraging the dependence between individual tests is still one challenging and important problem in statistics. Wi…