This paper considers the problem of prediction in a panel data regression model with spatial auto-correlation in the context of a simple demand equation for liquor. This is based on a panel of 43 states over the period 1965-1994. The spatial auto-correlation due to neighboring states and the...

We investigated the value of credit borrowers’ social media posts, such as microblog posts, in the prediction of their credit risk. We used a mixed methodology to enhance credit assessment models with theory-driven features. On the basis of general strain theory, we proposed a set of...