Huang, Fuchun - In: Australian & New Zealand Journal of Statistics 45 (2003) 2, pp. 217-228
The lasso procedure is an estimator-shrinkage and variable selection method. This paper shows that there always exists an interval of tuning parameter values such that the corresponding mean squared prediction error for the lasso estimator is smaller than for the ordinary least squares...