Which agency problems affect corporate cash policy? To answer this question, we estimate a dynamic model of finance and investment with three mechanisms that misalign managerial and shareholder incentives: limited managerial ownership of the firm, compensation based on firm size, and managerial...

This paper examines the impact of managerial entrenchment on corporate financing decisions. We build a dynamic contingent claims model in which financing policy results from a trade-off between tax benefits, agency conflicts, and contracting frictions. In our setting, managers do not act in the...

In order to identify the relevant sources of firms' financing constraints, we ask what financial frictions matter for corporate policies. To that end, we build, solve, and estimate a range of dynamic models of corporate investment and financing, embedding a host of financial frictions. We focus...

We develop a dynamic tradeoff model to examine the importance of manager-shareholder conflicts in capital structure choice. Using panel data on leverage choices and the model's predictions for different statistical moments of leverage, we show that while refinancing costs help explain the...

We develop a dynamic tradeoff model to examine the importance of manager-shareholder conflicts in capital structure choice. Using panel data on leverage choices and the model's predictions for different statistical moments of leverage, we show that while refinancing costs help explain the...

We examine the determinants of corporate liquidity management through the lens of an estimated dynamic model of corporate investment and financing. When external finance is costly, firms can absorb shocks and cover liquidity needs by holding cash and by drawing down credit lines. In contrast to...

How does product life cycle affect investment and financing? To answer this question, we structurally estimate a dynamic model where the firm chooses product portfolio characteristics that influence cash flow dynamics and shape corporate policies. In the model, the firm trades off higher...

While Reinforcement Learning (RL) aims to train an agent from a reward function in a given environment, Inverse Reinforcement Learning (IRL) seeks to recover the reward function from observing an expert’s behavior. It is well known that, in general, various reward functions can lead to the...

We quantify how much nonfundamental movements in stock prices affect firm decisions. We estimate a dynamic investment model in which firms can finance with equity or cash (net of debt). Misvaluation affects equity values, and firms optimally issue and repurchase overvalued and undervalued...