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math.ST2018
High-dimensional Adaptive Minimax Sparse Estimation with Interactions
Chenglong Ye, Yuhong Yang
High-dimensional linear regression with interaction effects is broadly applied in research fields such as bioinformatics and social science. In this paper, we first investigate the…
math.ST2008★ 171 cited
Consistency of cross validation for comparing regression procedures
Yuhong Yang
Theoretical developments on cross validation (CV) have mainly focused on selecting one among a list of finite-dimensional models (e.g., subset or order selection in linear regressi…