On the consistency of a cross-sectional GMM estimator in the presence of an observable stochastic common data shock

A standard version of Generalized Method of Moment (GMM) is inconsistent when applied to cross-sectional data that are strongly dependent due to an observed stochastic non-localized common shock. We suggest a modification of GMM and prove its consistency when such a shock affects the data.