Typically researchers use adaptive lasso as a model selection device: to select covariates. However, they re-estimate the model with the selected covariates in the second step, and this method is called post-adaptive lasso.
Can someone help me to understand why one would want to report coefficients from a post-adaptive lasso model rather than from the original adaptive lasso procedure?
Thank you very much