Inference in Nonparametric Series Estimation with Specification Searches for the Number of Series Terms

24 Feb 2020 Kang Byunghoon

Nonparametric series regression often involves specification search over the tuning parameter, i.e., evaluating estimates and confidence intervals with a different number of series terms. This paper develops pointwise and uniform inferences for conditional mean functions in nonparametric series estimations that are uniform in the number of series terms... (read more)

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