Maximum likelihood estimation of structural models is often viewed as computationally difficult. This impression is due to a focus on the Nested Fixed-Point approach. We present a direct optimization approach to the general problem and show that it is significantly faster than the NFXP approach...

I study how boundedly rational agents can learn the solution to an infinite horizon optimal consumption problem under uncertainty and liquidity constraints. I present conditions for the existence of an optimal linear consumption rule and characterize it. Additionally, I use an empirically...

I study how boundedly rational agents can learn a “good” solution to an infinite horizon optimal consumption problem under uncertainty and liquidity constraints. Using an empirically plausible theory of learning I propose a class of adaptive learning algorithms that agents might use to...

Tacit coordination in large groups is studied in an iterated market entry game with complete information and multiple market capacities that are varied randomly from period to period. On each period, each player must decide independently whether to enter any of the markets, and if entering,...

Entrepreneurial agglomerations often feature positive feedback mechanisms such as strategic complementarities, knowledge spillovers and network externalities. However, they can also occur in the absence of these mechanisms, even across regions of considerably homogeneous economic potential. We...

We study experimentally how entry into a market with uncertain capacity is affected by the type of information potential entrants have available. Our focus is on behavior in a two-market entry game. In the risky information market there are two possible market capacities, both known to occur...

This paper uses proprietary data comprising of 4,155 participants who attended financial education seminars conducted by a major U.S. consumer credit counseling agency in 2007. In this study, knowledge gained from attending the seminars is estimated using a multivariate regression model. Results...