NP-EBCIs achieve asymptotic exact coverage for individual effects at logarithmic rates and shorten intervals in simulations compared to isolated treatment.
The convergence rate analysis follows directly from standard results on kernel density estimation (see e.g
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Nonparametric Empirical Bayes Confidence Intervals
NP-EBCIs achieve asymptotic exact coverage for individual effects at logarithmic rates and shorten intervals in simulations compared to isolated treatment.