Huang, Wenxin; Jin, Sainan; Phillips, Peter C. B.; Su, … - 2022
This paper proposes a novel Lasso-based approach to handle unobserved parameter heterogeneity and cross-section dependence in nonstationary panel models. In particular, a penalized principal component (PPC) method is developed to estimate group-specific long-run relationships and unobserved...