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math.ST2023
KOO approach for scalable variable selection problem in large-dimensional regression
Zhidong Bai, Kwok Pui Choi, Yasunori Fujikoshi +1
An important issue in many multivariate regression problems is to eliminate candidate predictors with null predictor vectors. In large-dimensional (LD) setting where the numbers of…
math.ST2023★ 1 cited
Sampling without replacement from a high-dimensional finite population
Jiang Hu, Shaochen Wang, Yangchun Zhang +1
It is well known that most of the existing theoretical results in statistics are based on the assumption that the sample is generated with replacement from an infinite population.…