We show that business cycle dynamics and, in particular, the cyclicality of a firm's growth opportunities, determine the value of cash holdings. Cash is more valuable for firms with relatively more attractive growth opportunities in bad states of the business cycle. Cash holdings provide the...

This paper examines the predictive performance of machine learning methods in estimating the illiquidity of U.S. corporate bonds. We compare the predictive performance of machine learning-based estimators (linear regressions, tree-based models, and neural networks) to that of the most commonly...

Tatjana-Xenia Puhan demonstrates that ambidexterity need not necessarily be implemented in one single organization but can also be realised in a network of associated organizations. She develops the concept of think tanks as organizations which concentrate on radical innovations while their...

Using a dynamic model of financing, investment, and macroeconomic risk, we investigate when firms sell assets to fund investments (financing asset sales) across the business cycle. Equity financed investment transfers wealth from equity to debt because asset volatility declines and earnings...