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Bruno Strulovici

[Contact] [Curriculum Vitae] [Research] [Teaching]

HOW TO CONTACT ME

Mailing address:
Department of Economics
Northwestern University
2001 Sheridan Road
Evanston, Illinois 60208, USA


My office is Room 3221 in Arthur Andersen Hall

Telephone: 847-491-8233
Facsimile: 847-491-7001
e-mail: b-strulovici@northwestern.edu


CURRICULUM VITAE


RESEARCH

Recent projects:

Discounting and Patience in Optimal Stopping and Control Problems with John Quah

This paper establishes that the optimal stopping time of any unrestricted optimal stopping problem is increasing in “patience,” understood as a particular partial order on discount rate functions. An unrestricted problem is one in which there are no exogenous constraints on the stopping time, i.e., the decision maker can interrupt cash-flows at any moment that he likes. With Markov dynamics, the result holds in a continuation-domain sense even if stopping is combined with an optimal control problem. Under intuitive additional assumptions, we obtain comparative statics on both the optimal control and optimal stopping time for one-dimensional diffusions. We provide a simple example where, without these assumptions, increased patience can precipitate stopping. We also show that, with optimal stopping and control, a project's expected value is decreasing in the interest rate, generalizing analogous results in a deterministic context. All of our results are robust to the presence of a salvage value. As an application, we show that the internal rate of return of any endogenously-interrupted project is essentially unique, even if the project also involves a management problem until its interruption. We also apply our results to the theory of optimal growth and capital deepening, and to optimal bankruptcy decisions.

 

Capital Mobility and Asset Pricingwith Darrell Duffie

We present a model for the equilibrium movement of capital between asset markets that are distinguished only by the levels of capital invested in each. Investment in that market with the greatest amount of capital earns the lowest risk premium. Intermediaries optimally trade off the costs of intermediation against fees that depend on the gain they can offer to investors for

moving their capital to the market with the higher mean return. Those fees also depend on the bargaining power of the investor, in light of potential alternative intermediaries. In equilibrium, the speeds of adjustment of mean returns and of capital between the two markets are increasing in the degree to which capital is imbalanced between the two markets.

 

Learning While Voting: Determinants of Collective Experimentation accepted, Econometrica

This paper combines dynamic social choice and strategic experimentation to study the following question: how does a society, a committee, or, more generally, a group of individuals with potentially heterogeneous preferences, experiment with new opportunities? Each voter recognizes that, during experimentation, other voters also learn about their preferences. As a result, pivotal voters today are biased against experimentation because it reduces their likelihood of remaining pivotal. This phenomenon reduces equilibrium experimentation below the socially efficient level, and may even result in a negative option value of experimentation. However, one can restore efficiency by designing a voting rule that depends deterministically on time. Another main result is that, even when payoffs of a reform are independently distributed across the population, good news about any individual’s payoff increases other individuals’ incentives to experiment with that reform, due to a positive voting externality.

 

 

"Comparative Statics, Informativeness, and the Interval Dominance Order with John Quah, Econometrica, 2009

We identify a natural way of ordering functions, which we call the interval dominance order and develop a theory of monotone comparative statics based on this order. This way of ordering functions is weaker than the standard one based on the single crossing property (Milgrom and Shannon, 1994) and so our results apply in some settings where the single crossing property does not hold. For example, they are useful when examining the comparative statics of optimal stopping time problems. We also show that certain basic results in statistical decision theory which are important in economics - specifically, the complete class theorem of Karlin and Rubin (1956) and the results connected with Lehmann’s (1988) concept of informativeness - generalize to payoff functions obeying the interval dominance order.

 

Performance Sensitive Debt with Gustavo Manso and Alexei Tchistyi, forthcoming, Review of Financial Studies

This paper studies performance-sensitive debt (PSD), the class of debt obligations whose interest payments depend on some measure of the borrowers performance. We demonstrate that the existence of PSD obligations cannot be explained by the trade-off theory of capital structure, as PSD leads to earlier default and lower equity value compared to fixed-rate debt of the same market value. We show that, consistent with the pecking order theory, PSD can be used as an inexpensive screening device and find empirically that firms choosing PSD loans are more likely to improve their credit ratings than firms choosing fixed-interest loans. We also develop a method to value PSD obligations allowing for general payment profiles and obtain closed-form pricing formulas for step-up bonds and linear PSD.

 

Substitute goods, auctions, and equilibriumwith Paul Milgrom, Journal of Economic Theory, 2009

This paper identifies two notions of substitutes for auction and equilibrium analysis. Weak substitutes, the usual price-theory notion, guarantees monotonicity of tātonnement processes and convergence of clock auctions to a pseudo-equilibrium, but only strong substitutes, which treats each unit traded as a distinct good with its own price, guarantees that every pseudo-equilibrium is a Walrasian equilibrium, that the Vickrey outcome is in the core, and that the “law of aggregate demand” is satisfied. When goods are divisible, weak substitutes along with concavity guarantees all of the above properties, except for the law of aggregate demand.

 

Generalized Monotonicity Analysiswith Thomas Weber, Economic Theory, 2009

Complex economic models often lack the structure for the application of standard techniques in monotone comparative statics. Generalized Monotonicity Analysis (GMA) extends the available methods in several directions. First, it provides a way of finding parameter moves that yield monotonicity of model solutions. Second, it allows studying the monotonicity of functions or subsets of variables. Third, GMA naturally provides bounds on the sensitivity of variables to parameter changes. Fourth, GMA may be used to derive conditions under which monotonicity obtains with respect to functions of parameters, corresponding to imposed parameter moves. Fifth, GMA contributes insights into the theory of comparative statics, for example, with respect to dealing with constraints or exploiting additional information about the model structure. Several applications of GMA are presented, including constrained optimization, non-supermodular games, aggregation, robust inference, and monotone comparative dynamics.

 


TEACHING

Econ 335       Syllabus

Econ 412-2    Syllabus

 

 

 

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