A note on a cross-sectional GMM estimator in the presence of an observable common shock

摘要

This paper studies property of a modified GMM estimator employed for a single cross-section of data that are strongly dependent due to an observed stochastic common shock. The estimator is shown to be asymptotically mixed normal. Statistical inference can be conducted with a Wald test. An overidentifying restrictions test is suggested.