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The Use of Approximate Prior Distributions in a Bayesian Decision Model

Econometrica 1971 39(6), 899
[Consider a Bayesian decision problem in which F is the prior distribution over some parameter space T. If —ψ(d, t) is the product of the loss function and the likelihood function, then the Bayesian solution, d_F, maximizes extlesstex-math extgreater$E_\F\(d)= extbackslashint _\T\ extbackslashpsi (d,t)dF(t)$ extless/tex-math extgreater. Suppose \F^n\ is a sequence of distribution functions that approach F^0 in the sup-metric topology. Our main theorem gives conditions under which extlesstex-math extgreater$d_\F extasciicircum\n\\ extbackslashrightarrow d_\F extasciicircum\0\\$ extless/tex-math extgreater and extlesstex-math extgreater$E_\F extasciicircum\0\\(d_\F extasciicircum\n\\) extbackslashrightarrow E_\F extasciicircum\0\\(d_\F extasciicircum\0\\)$ extless/tex-math extgreater.]

Managerial incentives in an entrepreneurial stock market model

Journal of Financial Intermediation 1990 1(1), 57-79 open access
This paper addresses the First Theorem of Welfare Economics in a moral hazard environment. An entrepreneur sells equity in a firm which he supplies with an unobservable, costly input. How much equity he retains determines his incentives and is observed by investors. The investors have rational expectaions which cause the equity price to increase in the amount of equity the entrepreneur retains. This gives the entrepreneur an incentive to retain equity and hence supply input. The entrepreneur may also be bound by an explicit incentive contract. In this framework, not all competitive equilibria are efficient, as defined relative to the moral hazard constraint. However, equilibria can be inefficient only if the entrepreneur's optimal input is nonunique or exhibits positive income effects.

Advertising as a Signal

Journal of Political Economy 1984 92(3), 427-450
A great deal of advertising appears to convey no direct credible information about product qualities. Nevertheless, such advertising may indirectly signal quality if there exist market mechanisms that produce a positive relationship between product quality and advertising expenditures. Two models of this phenomenon are presented. In each, advertising signals quality in the short run. The models differ in their treatment of the effect of advertising on long-run sales. In the first, all high-quality firms ultimately establish reputations for high quality whether they advertise or not. This is shown to imply that advertising can signal quality if and only if high-quality production requires investments in specialized assets that increase fixed costs but not marginal costs. In the second model, where nonadvertising firms never acquire a reputation for high quality, advertising might signal quality even if marginal production costs are somewhat lower for low quality. These conclusions closely parallel arguments previously made by Phillip Nelson.

Advertising as a Signal

Journal of Political Economy 1984 92(3), 427-450
A great deal of advertising appears to convey no direct credible information about product qualities. Nevertheless, such advertising may indirectly signal quality if there exist market mechanisms that produce a positive relationship between product quality and advertising expenditures. Two models of this phenomenon are presented. In each, advertising signals quality in the short run. The models differ in their treatment of the effect of advertising on long-run sales. In the first, all high-quality firms ultimately establish reputations for high quality whether they advertise or not. This is shown to imply that advertising can signal quality if and only if high-quality production requires investments in specialized assets that increase fixed costs but not marginal costs. In the second model, where nonadvertising firms never acquire a reputation for high quality, advertising might signal quality even if marginal production costs are somewhat lower for low quality. These conclusions closely parallel arguments previously made by Phillip Nelson.

Implicit Labor Contracts and Free Entry

Quarterly Journal of Economics 1983 98, 55
The model investigated here is an adaptation of the free-entry model introduced in Kihlstrom-Laffont [1979]. In that model the only labor market is one in which employers pay workers an ex ante guaranteed wage. In the model of this paper, there is also a spot market for labor. In the earlier sections of the paper, the existence of the equilibrium is established, and its efficiency is investigated. In this analysis it is assumed that all individuals are identical. In the later sections we drop this assumption and investigate conditions under which employers are more risk-averse than workers.

A General Equilibrium Entrepreneurial Theory of Firm Formation Based on Risk Aversion

Journal of Political Economy 1979 87(4), 719-748
We construct a theory of competitive equilibrium under uncertainty using an entrepreneurial model with historical roots in the work of Knight in the 1920s. Individuals possess labor which they can supply as workers to a competitive labor market or use as entrepreneurs in running a firm. All entrepreneurs have access to the same risky technology and receive all profits from their firms. In the equilibrium, more risk averse individuals become workers while the less risk averse become entrepreneurs. Less risk averse entrepreneurs run larger firms and economy-wide increases in risk aversion reduce the equilibrium wage. A dynamic process of firm entry and exit is stable. The equilibrium is efficient only if all entrepreneurs are risk neutral. Inefficiencies in the number of firms and in the allocation of labor to firms are traced to inefficiencies in the risk allocation caused by institutional constraints on risk trading. In a second best sense which accounts for these constraints, the equilibrium is efficient.

A General Equilibrium Entrepreneurial Theory of Firm Formation Based on Risk Aversion

Journal of Political Economy 1979 87(4), 719-748
[We construct a theory of competitive equilibrium under uncertainty using an entrepreneurial model with historical roots in the work of Knight in the 1920s. Individuals possess labor which they can supply as workers to a competitive labor market or use as entrepreneurs in running a firm. All entrepreneurs have access to the same risky technology and receive all profits from their firms. In the equilibrium, more risk averse individuals become workers while the less risk averse become entrepreneurs. Less risk averse entrepreneurs run larger firms and economy-wide increases in risk aversion reduce the equilibrium wage. A dynamic process of firm entry and exit is stable. The equilibrium is efficient only if all entrepreneurs are risk neutral. Inefficiencies in the number of firms and in the allocation of labor to firms are traced to inefficiencies in the risk allocation caused by institutional constraints on risk trading. In a second best sense which accounts for these constraints, the equilibrium is efficient.]