Robust nonparametric derivative estimator
| Autor: | Hamdy F. F. Mahmoud, Inyoung Kim, Byung-Jun Kim |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Statistics and Probability
Statistics::Theory 021103 operations research Statistics::Applications 0211 other engineering and technologies Nonparametric statistics Estimator 02 engineering and technology Derivative 01 natural sciences Nonparametric regression Statistics::Machine Learning 010104 statistics & probability Noise Modeling and Simulation Outlier Statistics Kernel smoother Statistics::Methodology Applied mathematics 0101 mathematics Mathematics |
| Zdroj: | Communications in Statistics - Simulation and Computation. 51:3809-3829 |
| ISSN: | 1532-4141 0361-0918 |
| Popis: | In this paper, a robust nonparametric derivative estimator is proposed to estimate the derivative function of nonparametric regression when the data contain noise and have curves. A robust estimati... |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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