Economics 221 - Advanced Econometrics

Syllabus

Retrospective Estimation of Causal Effects Through Time - 02FEB08

Estimating Average Marginal Effects in Nonseparable Structural Systems

Conditional Independence In Statistical Theory

Exogeneity

ASE Chapter 7, Section 7.2: Efficiency and Exogeneity

An Efficient Filtering Approach to Likelihood Approximation for State-Space Representations

Structural Systems, Conditional Exogeneity, and Granger Causality

A Consistent Characteristic Function-Based Test for Conditional Independence

A Nonparametric Hellinger Metric Test for Conditional Independence

Consistent Specification Testing With Nuisance Parameters Present Only Under The Alternative

Approximate Nonlinear Forecasting Methods