Xue, Lin; Wang, Liqun - In: Econometrics : open access journal 12 (2024) 3, pp. 1-14
-dimensional variable selection problems. Most existing regularization methods assume that the predictors are directly observed and … method for generalized linear measurement error models. We show that the proposed approach yields a consistent variable … selection procedure and root-n consistent parameter estimators. Extensive finite sample simulation studies show that the …