Consumers often pay an excessive amount of fees for bank overdrafts and service overage, because they overestimate their ability to track their spending. We conduct an analytical study to examine how the advances in consumption tracking technologies — such as mobile banking apps that help consumers monitor their spending and avoid overdrawn accounts – can ... Read More

For decades, investor have relied on intuition, a limitedset of financial ratios, and traditional regression analyses to predict future earnings changes. Are detailed financial data even useful? We present empirical evidence that combining detailed financial data with machine learning models significantly enhances predictive accuracy. By using eXtensible ... Read More