Park, Heewon; Sakaori, Fumitake - In: Computational Statistics 28 (2013) 2, pp. 493-504
The adaptive lasso can consistently identify the true model in regression model. However, the adaptive lasso cannot account for lag effects, which are essential for a time series model. Consequently, the adaptive lasso can not reflect certain properties of a time series model. To improve the...