This is a preview. Log in through your library . Abstract Combining multiple studies is frequently undertaken in biomedical research to increase sample sizes for statistical power improvement. We ...
We study the asymptotic properties of the adaptive Lasso estimators in sparse, high-dimensional, linear regression models when the number of covariates may increase with the sample size. We consider ...