Can we design statistical models to predict corporate earnings which either perform as well as, or even better than analysts? If we can, then we might consider automating the process, and notably apply it to small and international firms which typically have either sparse or no analyst coverage....

Using a unique data set from the Czech Republic for 1994-2003, this study examines the relationship between a firm’s liquidity constraints and its supply linkages with multinational corporations (MNCs). The empirical analysis indicates that Czech firms supplying MNCs are less credit...

This paper analyzes why corporate governance matters for stock returns if the stock market prices the underlying managerial agency problem correctly. Our theory assumes that strict corporate governance prevents managers from diverting cash flows, but reduces incentives for managerial effort. In...

Which investment model best fits firm-level data? To answer this question we estimate alternative models using Compustat data. Surprisingly, the two best-performing specifications are based on Hayashi's (1982) model. This model's foremost implication, that Q is a sufficient statistic for...

The best predictor of current investment at the firm level is lagged investment. This lagged-investment effect is empirically more important than the cash-flow and Q effects combined. We show that the specification of investment adjustment costs proposed by Christiano, Eichenbaum and Evans...

We study the effect of earnings manipulation on incentives within the corporate hierarchy. When top management manipulates earnings, it must prevent information leakage from corporate insiders to the outside world. If an insider (e.g. a division manager) gains evidence about earnings...

We study the effect of earnings manipulation on incentives within the corporate hierarchy. When top management manipulates earnings, it must prevent information leakage from corporate insiders to the outside world. If an insider (e.g. a division manager) gains evidence about earnings...

We consider a setting in which insiders have information about income that outside shareholders do not, but property rights ensure that outside shareholders can enforce a fair payout. To avoid intervention, insiders report income consistent with outsiders' expectations based on publicly...

For many private firms, relationship lending is the only viable form of outside financing. Relationship lending typically relies on intertemporal loan pricing: losses from early years are recovered by information rents in later years, which stem from the lender's private information regarding...

Accurate measurement of stock levels, turnover, and profitability in microenterprises in developing countries is difficult due to the fact that the majority of these firms do not keep detailed records. We test the use of RFID tags as a means of objectively measuring stock levels and stock flow...