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Nonparametric Estimation of Nonadditive Random Functions

Econometrica 2003 71(5), 1339-1375 open access
We present estimators for nonparametric functions that are nonadditive in unobservable random terms. The distributions of the unobservable random terms are assumed to be unknown. We show that when a nonadditive, nonparametric function is strictly monotone in an unobservable random term, and it satisfies some other properties that may be implied by economic theory, such as homogeneity of degree one or separability, the function and the distribution of the unobservable random term are identified. We also present convenient normalizations, to use when the properties of the function, other than strict monotonicity in the unobservable random term, are unknown. The estimators for the nonparametric function and for the distribution of the unobservable random term are shown to be consistent and asymptotically normal. We extend the results to functions that depend on a multivariate random term. The results of a limited simulation study are presented.

Auctions vs. Bookbuilding and the Control of Underpricing in Hot IPO Markets

Review of Financial Studies 2003 16(1), 31-61
Market returns before the offer price is set affect the amount and variability of initial public offering (IPO) underpricing. Thus an important question is "What IPO procedure is best adapted for controlling underpricing in "hot" versus "cold" market conditions?" The French stock market offers a unique arena for empirical research on this topic, since three substantially different issuing mechanisms (auctions, bookbuilding, and fixed price) are used there. Using 1992-1998 data, we find that the auction mechanism is associated with less underpricing and lower variance of underpricing. We show that the auction procedure's ability to incorporate more information from recent market conditions into the IPO price is an important reason.

Decentralization of the firm: theory and evidence

Journal of Corporate Finance 2003 9(1), 3-36
Value maximization requires either that knowledge is transferred to those with the right to make decisions, or that decision rights are transferred to those who have the knowledge. A tradeoff of knowledge transfer costs and control costs is required. Characteristics of firms' investment opportunity sets (IOSs) that affect knowledge transfer costs and control costs are identified. Testable predictions about the relations between these characteristics and firms' decentralization decisions are developed and tested. The evidence presented is consistent with our predictions and is robust to different ways of measuring variables.

An empirical analysis of analysts’ cash flow forecasts

Journal of Accounting and Economics 2003 35(1), 73-100
This study investigates the recent trend in analysts disseminating operating cash flow forecasts. We find that analysts tend to forecast cash flows for firms where accounting, operating and financing characteristics suggest that cash flows are useful in interpreting earnings and assessing firm viability. Specifically, we find that analysts tend to forecast cash flows for firms with (1) large accruals, (2) more heterogeneous accounting choices relative to their industry peers, (3) high earnings volatility, (4) high capital intensity, and (5) poor financial health. These findings are consistent with financial analysts responding to market-based incentives to provide market participants with value-relevant information.

Anticipatory income smoothing: a re-examination

Journal of Accounting and Economics 2003 35(3), 405-422
This paper reassesses evidence of anticipatory income smoothing reported in DeFond and Park (DP) (J. Accounting Econom. 23 (1997) 115) in light of knowledge about measurement error in discretionary accrual estimates. We argue that the method DP use to measure un-managed earnings mechanically biases the evidence in a manner consistent with anticipatory income smoothing. Using an approximate randomization approach, we find that DP's results cannot be distinguished from those achieved when discretionary accruals are randomly assigned to firm-years in our sample. Overall, these results show that the ‘backing out’ approach to measuring un-managed earnings is ineffective in testing earnings management hypotheses.

The Upside Potential of Hiring Risky Workers: Evidence from the Baseball Industry

Journal of Labor Economics 2003 21(4), 923-944
Making use of performance data for baseball players, this article provides empirical evidence in support of Lazear’s (1998) theoretical predictions that (1) risky workers will earn a premium for their upside potential, (2) this risk premium will be higher the longer a worker’s work life, and (3) firms must enjoy some comparative advantage in the labor market to be willing to pay a premium to risky workers. The validity of Lazear’s predictions carries implications for wage differentials between young and old workers and between men and women.

Optimal Monetary Policy

Review of Economic Studies 2003 70(4), 825-860
Optimal monetary policy maximizes the welfare of a representative agent, given frictions in the economic environment. Constructing a model with two sets of frictions—costly price adjustment by imperfectly competitive firms and costly exchange of wealth for goods—we find optimal monetary policy is governed by two familiar principles. First, the average level of the nominal interest rate should be sufficiently low, as suggested by Milton Friedman, that there should be deflation on average. Yet, the Keynesian frictions imply that the optimal nominal interest rate is positive. Second, as various shocks occur to the real and monetary sectors, the price level should be largely stabilized, as suggested by Irving Fisher, albeit around a deflationary trend path. Since expected inflation is roughly constant through time, the nominal interest rate must therefore vary with the Fisherian determinants of the real interest rate. Although the monetary authority has substantial leverage over real activity in our model economy, it chooses real allocations that closely resemble those which would occur if prices were flexible. In our benchmark model, there is some tendency for the monetary authority to smooth nominal and real interest rates. Copyright 2003, Wiley-Blackwell.

The Economic Significance of National Border Effects

American Economic Review 2003 93(4), 1291-1312
To address the economic significance of national border effects, this paper provides evidence on two fundamental questions: (1) Do large border effects arise because of high perceived-price wedges between foreign and domestic products, or because imports and domestic goods are very close substitutes?; and (2) If price wedges are important, do they reflect distortionary barriers to trade or do they arise from nondistortionary factors, such as differences in transactions costs or product characteristics? I conclude that, while border effects may imply barriers, welfare costs, and a role for policy, distortions are probably not as substantial as initial border results suggested.

Discretionary Accounting Accruals, Managers' Incentives, and Audit Fees*

Contemporary Accounting Research 2003 20(3), 441-464 open access
Abstract This paper examines the linkages between discretionary accruals (DAs), managerial share ownership, management compensation, and audit fees. It draws on the theory that managers of firms with high management ownership are likely to use DAs to communicate value‐relevant information, while managers of firms with high accounting‐based compensation are likely to use DAs opportunistically to manage earnings to improve their compensation. OLS regression results of 648 Australian firms show that (1) there is a positive association between DAs and audit fees; (2) managerial ownership negatively affects the positive relationship between DAs and audit fees; and (3) this negative impact is further found to be weaker for firms with high accounting‐based management compensation.