Fast, effective, and coherent time series modeling using the sparsity-ranked lasso

Ryan Peterson, Joseph Cavanaugh

The sparsity-ranked lasso (SRL) has been developed for model selection and estimation in the presence of interactions and polynomials. The main tenet of the SRL is that an algorith…