2 citations · 12 across the 10 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ME2022★ 1 cited
Envelopes and principal component regression
Xin Zhang, Kai Deng, Qing Mai
Envelope methods offer targeted dimension reduction for various models. The overarching goal is to improve efficiency in multivariate parameter estimation by projecting the data on…
stat.ME2022★ 1 cited
Conditional probability tensor decompositions for multivariate categorical response regression
Aaron J. Molstad, Xin Zhang
In many modern regression applications, the response consists of multiple categorical random variables whose probability mass is a function of a common set of predictors. In this a…