Many discrete decisions are made with an eye toward how they will affect future outcomes. Formulating and estimating the underlying models that generate these decisions is difficult. Conditional choice probability (CCP) estimators often provide simpler ways to estimate dynamic discrete choice...

In this paper I show how borrowing constraints and job search interact. I fit a dynamic model to data from the National Longitudinal Survey (1979-cohort) and show that borrowing constraints are significant. Agents with more initial assets and more access to credit attain higher wages for several...

We set up a dynamic model of firm investment in which liquidity constraints enter explicity into the firm's maximization problem. The optimal policy rules are incorporated into a maximum likelihood procedure which estimates the structural parameters of the model. Investment is positively related...

This paper considers the decision problem of a firm that is uncertain about the demand, and hence profitability, of a new product. We develop a model of a decision maker who sequentially learns about the true product profitability from observed product sales. Based on the current information,...

In this paper we characterize and estimate the degree to which liquidity constraints affect real activity. We set up a dynamic model of firm investment and debt in which liquidity constraints enter explicitly into the firm's maximization problem, so that investment depends positively on the...