Before revision:  The first step is  to identify abnormal trades by approximating the market liquidity using different statistical regression methods: OLS, two-step LASSO and Elastic Net  .
After revision:  The first step is the regression analysis with cross validation to identify abnormal trades by approximating the market liquidity using different statistical regression methods: OLS, two-step LASSO and Elastic Net .