31 citations · 55 across the 9 of their papers we have counts for
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stat.ME2015★ 13 cited
Multiple Change-point Detection: a Selective Overview
Yue S. Niu, Ning Hao, Heping Zhang
Very long and noisy sequence data arise from biological sciences to social science including high throughput data in genomics and stock prices in econometrics. Often such data are…
stat.ME2015★ 3 cited
A New Reduced-Rank Linear Discriminant Analysis Method and Its Applications
Yue Selena Niu, Ning Hao, Bin Dong
We consider multi-class classification problems for high dimensional data. Following the idea of reduced-rank linear discriminant analysis (LDA), we introduce a new dimension reduc…
stat.ME2015★ 3 cited
Model Selection for High Dimensional Quadratic Regression via Regularization
Ning Hao, Yang Feng, Hao Helen Zhang
Quadratic regression (QR) models naturally extend linear models by considering interaction effects between the covariates. To conduct model selection in QR, it is important to main…