56 citations · 56 across the 2 of their papers we have counts for
3 papers
stat.ME2021
Multiway sparse distance weighted discrimination
Bin Guo, Lynn E. Eberly, Pierre-Gilles Henry +2
Modern data often take the form of a multiway array. However, most classification methods are designed for vectors, i.e., 1-way arrays. Distance weighted discrimination (DWD) is a…
stat.ME2014★ 56 cited
Principal component analysis for second-order stationary vector time series
Jinyuan Chang, Bin Guo, Qiwei Yao
We extend the principal component analysis (PCA) to second-order stationary vector time series in the sense that we seek for a contemporaneous linear transformation for a -varia…
math.ST2013
High dimensional stochastic regression with latent factors, endogeneity and nonlinearity
Jinyuan Chang, Bin Guo, Qiwei Yao
We consider a multivariate time series model which represents a high dimensional vector process as a sum of three terms: a linear regression of some observed regressors, a linear c…