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Volume, liquidity, and liquidity risk☆

Journal of Financial Economics 2008 87(2), 388-417
Many classes of microstructure models, as well as intuition, suggest that it should be easier to trade when markets are more active. In the data, however, volume and liquidity seem unrelated over time. This paper offers an explanation for this fact based on a simple frictionless model in which liquidity reflects the average risk-bearing capacity of the economy and volume reflects the changing contribution of individuals to that average. Volume and liquidity are unrelated in the model, but volume is positively related to the variance of liquidity, or liquidity risk. Empirical evidence from the U.S. government bond and stock markets supports this new prediction.

Uniformly least powerful tests of market efficiency

Journal of Financial Economics 2000 55(3), 361-389
Defenders of market efficiency argue that anomalies involving long-term abnormal returns are not robust to alternative methodologies. We argue that because various methodologies use different weighting schemes, the magnitude of abnormal returns should differ, and in a predictable manner. Three problems are identified that cause low power in value-weighted three-factor time series regressions when abnormal returns following managerial actions are being estimated. We illustrate the sensitivities in the context of the new issues puzzle as well as with simulations. More generally, multifactor models as currently used do not, and cannot, test market efficiency.

The determinants and implications of corporate cash holdings

Journal of Financial Economics 1999 52(1), 3-46
We examine the determinants and implications of holdings of cash and marketable securities by publicly traded U.S. firms in the 1971–1994 period. In time-series and cross-section tests, we find evidence supportive of a static tradeoff model of cash holdings. In particular, firms with strong growth opportunities and riskier cash flows hold relatively high ratios of cash to total non-cash assets. Firms that have the greatest access to the capital markets, such as large firms and those with high credit ratings, tend to hold lower ratios of cash to total non-cash assets. At the same time, however, we find evidence that firms that do well tend to accumulate more cash than predicted by the static tradeoff model where managers maximize shareholder wealth. There is little evidence that excess cash has a large short-run impact on capital expenditures, acquisition spending, and payouts to shareholders. The main reason that firms experience large changes in excess cash is the occurrence of operating losses.

Effects of bankruptcy court protection on asset sales

Journal of Financial Economics 1999 52(2), 151-186
This paper uses commercial aircraft transactions to determine whether prices obtained from asset sales are greater under Chapter 11 reorganization than under Chapter 7 liquidation. Results indicate that prices obtained under both bankruptcy regimes are substantially lower than prices obtained by non-distressed airlines. Furthermore, there is no evidence that prices obtained by firms reorganizing under Chapter 11 are greater than those obtained by firms liquidating under Chapter 7. An analysis of aircraft sales indicates that Chapter 11 is also ineffective in limiting the number of aircraft sold at discounted prices.

Share repurchases and firm performance: new evidence on the agency costs of free cash flow

Journal of Financial Economics 1998 49(2), 187-222
In this paper we examine tender offer share repurchases to differentiate between the information signaling and free cash flow hypotheses. Previous work in this area has focused on announcement period returns. While we also examine announcement returns, our primary emphasis is on operating performance changes surrounding repurchases. We argue that the information contained in changes in operating performance, and its determinants, enables us to differentiate between the two hypotheses. Our primary finding is that operating performance following repurchases improves only in low-growth firms, and that these gains are generated by more efficient utilization of assets, and asset sales, rather than improved growth opportunities. Thus, repurchases do not appear to be pure financial transactions meant to change the firm's capital structure but are part of a restructuring package meant to shrink the assets of the firm. This evidence leads us to conclude that the positive investor reaction to repurchases is best explained by the free cash flow hypothesis.

CEO attributes, compensation, and firm value: Evidence from a structural estimation

Journal of Financial Economics 2018 128(2), 378-401
I present and estimate a dynamic model of chief executive officer (CEO) compensation and effort provision. I find that variation in CEO attributes explains the majority of variation in compensation (equity and total) but little of the variation in firm value. The primary drivers of cross-sectional compensation are risk aversion and influence on the board. Additionally, I estimate the magnitude of CEO agency issues. Removing CEO influence increases shareholder value in the typical firm by 1.74%, making CEOs risk neutral increases shareholder value by 16.12%, and removing all agency frictions increases shareholder value by 28.99%.

Information asymmetry and firms’ credit market access: Evidence from Moody's credit rating format refinement

Journal of Financial Economics 2009 93(2), 325-351
I exploit Moody's 1982 credit rating refinement to examine its effects on firms’ credit market access, financing decisions, and investment policies. While firms’ ex ante yield spread can partially predict the direction of refinement changes, firms with refinement upgrades experience an additional decrease in their ex post borrowing cost compared with firms with downgrades. The former subsequently also issue more debt and rely more on debt financing over equity than the latter. Lastly, upgraded firms have more capital investments, less cash accumulation, and faster asset growth than downgraded firms. These findings show that credit market information asymmetry significantly affects firms’ real outcomes.

Consumption, production, inflation and interest rates

Journal of Financial Economics 1986 16(1), 3-39
This paper uses discrete-time and continuous-time models to derive equilibrium relations among real and nominal interest rates and the expected growth, variance and covariance parameters of optimally chosen paths for aggregate real consumption and aggregate production. Simple, intuitive and fairly general relations are obtained which apply to most of the models of financial economics of the past 20 years. The single-good analysis generalizes and provides a synthesis of many prior works, whereas the multi-good analysis provides more original results. Consistent business cycle movements are examined for interest rates, inflation and consumption and production aggregates.

Trading and valuing depreciable assets

Journal of Financial Economics 1985 14(2), 283-308
Optimal policies for selling a risky depreciable asset with proportional taxes and transaction costs are derived for a representative investor who maximizes the market value of his investment. Also calculated are the market value of his investment and the competitive price of the depreciable asset. Depending upon the values of various parameters, the investor realizes either capital gains and no losses, capital losses and no gains, or neither gains nor losses. Additional properties of the solution are derived numerically.

An intertemporal asset pricing model with stochastic consumption and investment opportunities

Journal of Financial Economics 1979 7(3), 265-296
This paper derives a single-beta asset pricing model in a multi-good, continuous-time model with uncertain consumption-goods prices and uncertain investment opportunities. When no riskless asset exists, a zero-beta pricing model is derived. Asset betas are measured relative to changes in the aggregate real consumption rate, rather than relative to the market. In a single-good model, an individual's asset portfolio results in an optimal consumption rate that has the maximum possible correlation with changes in aggregate consumption. If the capital markets are unconstrained Pareto-optimal, then changes in all individuals' optimal consumption rates are shown to be perfectly correlated.