Articles with "nonparametric function" as a keyword



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Robust estimation of nonparametric function via addition sequence

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Published in 2021 at "Journal of Statistical Planning and Inference"

DOI: 10.1016/j.jspi.2020.07.007

Abstract: Abstract In this paper, we propose a robust method for the estimation of regression function. By symmetric addition, we change platykurtic errors into leptokurtic errors; and then estimate the nonparametric function by the local polynomial… read more here.

Keywords: estimation; addition; local polynomial; estimator ... See more keywords