11 citations · 45 across the 14 of their papers we have counts for
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econ.EM2019
Statistical Inference on Partially Linear Panel Model under Unobserved Linearity
Ruiqi Liu, Ben Boukai, Zuofeng Shang
A new statistical procedure, based on a modified spline basis, is proposed to identify the linear components in the panel data model with fixed effects. Under some mild assumptions…
cs.LG2019★ 7 cited
Optimal Nonparametric Inference via Deep Neural Network
Ruiqi Liu, Ben Boukai, Zuofeng Shang
Deep neural network is a state-of-art method in modern science and technology. Much statistical literature have been devoted to understanding its performance in nonparametric estim…
math.ST2019
Nonparametric Inference under B-bits Quantization
Kexuan Li, Ruiqi Liu, Ganggang Xu +1
Statistical inference based on lossy or incomplete samples is often needed in research areas such as signal/image processing, medical image storage, remote sensing, signal transmis…