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math.ST2021
Density Deconvolution with Non-Standard Error Distributions: Rates of Convergence and Adaptive Estimation
Alexander Goldenshluger, Taeho Kim
It is a typical standard assumption in the density deconvolution problem that the characteristic function of the measurement error distribution is non-zero on the real line. While…
math.ST2018
Median Confidence Regions in a Nonparametric Model
Edsel A. Pena, Taeho Kim
The problem of constructing confidence regions for the median in the nonparametric measurement error model (NMEM) is considered. This problem arises in many settings, including inf…