This paper proposes a moment-matching method for approximating vector autoregressions by finite-state Markov chains. The Markov chain is constructed by targeting the conditional moments of the underlying continuous process. The proposed method is more robust to the number of discrete values and...

We use novel high-frequency panel data on individuals' job applications from a job posting website to study how job seekers direct their applications over the course of job search. We find that at the beginning of search, applicants are sorted across vacancies by education. As search continues,...