Qian, Wei; Yang, Yuhong - In: Annals of the Institute of Statistical Mathematics 65 (2013) 2, pp. 295-318
The adaptive lasso is a model selection method shown to be both consistent in variable selection and asymptotically normal in coefficient estimation. The actual variable selection performance of the adaptive lasso depends on the weight used. It turns out that the weight assignment using the OLS...
