Cointegrated Regressors: Where Folded Concave Penalties Go Beyond LASSO

Hongqi Chen, Chengwang Liao, Ziwei Mei +1

LASSO is one of the most popular regularization methods for high-dimensional regression models. While cointegration is common in practical applications of predictive regressions wi…