This paper considers the identification and estimation of an extension of Roy’s model (1951) of sectoral choice, which includes a non-pecuniary component in the selection equation and allows for uncertainty on potential earnings. We focus on the identification of the non-pecuniary component,...

Endogeneity in the health-wealth relationship presents a challenge for estimating causal effects of health shocks. Using a quasi-experimental study design, comprising exogenous shocks sustained as bus accident injuries in India, with, "controls," drawn from travelers on the same bus routes one...

Many severe health risks in developing countries could be substantially reduced with access to appropriate preventive measures. However, the associated costs are often high enough to restrict access among poor households, and free provision through public health campaigns is often not...

The forecasting literature has identi…fied two important, broad issues. The fi…rst stylized fact is that the predictive content is unstable over time; the second is that in-sample predictive content does not necessarily translate into out-of-sample predictive ability, nor ensures the stability...

Discrete response models are of high interest in economics and econometrics as they encompass treatment effects, social interaction and peer effect models, and discrete games. We study the impact of the structure of information sets of economic agents on the Fisher information of (strategic)...

In this paper we present parametric estimation of models for stock returns by describing price dynamic as the sum of two independent Levy components. The increments (moves) are viewed as discrete-time log price changes that follow an infinitely divisible distribution, i.e. stationary and...

We develop a nonparametric estimator of the stochastic volatility density of a discretely-observed Ito semimartingale in the setting of an increasing time span and finer mesh of the observation grid. There are two steps. The first is aggregating the high-frequency increments into the realized...

Appendix for Pirates of the Mediterranean: An Empirical Investigation of Bargaining with Transaction Costs

This paper uses ransom prices and time to ransom for over 10,000 captives rescued from two Barbary strongholds to investigate the empirical relevance of dynamic bargaining models with one-sided asymmetric information in ransoming settings. We observe both multiple negotiations that were ex ante...

The paper examines volatility activity and its asymmetry and undertakes further specification analysis of volatility models based on it. We develop new nonparametric statistics using high frequency option-based VIX data to test for asymmetry in volatility jumps. We also develop methods to...