Integrated Likelihood Approach to Inference with Many Instruments


I analyze a Gaussian linear instrumental variables model with a single endogenous regressor in which the number of instruments is large. I use an invariance property of the model and a Bernstein-von Mises type argument to construct an integrated likelihood which by design yields inference procedures that are valid under many instrument asymptotics and are… (More)


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