most citedMaximum Likelihood Estimation in Latent Class Models For Contingency Table Data

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math.ST2008

Autoregressive Process Modeling via the Lasso Procedure

Yuval Nardi, Alessandro Rinaldo

The Lasso is a popular model selection and estimation procedure for linear models that enjoys nice theoretical properties. In this paper, we study the Lasso estimator for fitting a…