Uniform Asymptotics and Confidence Regions Based on the Adaptive Lasso with Partially Consistent Tuning

Nicolai Amann, Ulrike Schneider

We consider the adaptive Lasso estimator with componentwise tuning in the framework of a low-dimensional linear regression model. In our setting, at least one of the components is…