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I show that the estimator is consistent as both the number of observations and the number of items on the test grow to infinity. I also derive conditions under which this estimator is root\u2010<jats:italic>n<\/jats:italic> consistent and asymptotically normal. The proposed method is easy to implement, does not impose a parametric item response model, and does not require item\u2010level data. 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