Department of Political Science

PSC 507 Computational Methods

Display Tracks: New or Old

Old Political Science Field: Techniques of Analysis

This course is archived. It will not be offered again.

Michael Peress
Fall 2007

An introduction to computational methods with particular emphasis on applying these techniques in methods and formal theory. Being on the cutting edge of political methodology and formal theory increasingly requires detailed knowledge of computational techniques. We will cover such topics as numerical differentiation and integration, simulation methods, numerical linear algebra, numerical optimization, computation of equilibria, and various other topics. Each of these techniques will be applied to a number of core applications: Bayesian estimation, estimation using the Simulated Method of Moments, nonparametric estimation, multiplayer games, dynamic optimization problems, and structural estimation.