2 papers
stat.ME2026
Transfer Learning for Moderate-Dimensional Ridge-Regularized Robust Linear Regression
Lingfeng Lyu, Xiao Guo, Zongqi Liu
This paper studies transfer learning for ridge-regularized robust linear regression in the moderate-dimensional regime, where the number of predictors is of the same order as the s…
math.ST2018
Moderate-Dimensional Inferences on Quadratic Functionals in Ordinary Least Squares
Xiao Guo, Guang Cheng
Statistical inferences for quadratic functionals of linear regression parameter have found wide applications including signal detection, global testing, inferences of error varianc…