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Reliability Analysis for a Robust M-Estimator

✍ Scribed by Guo, Jian-Feng; Ou, Ji-Kun; Yuan, Yun-Bin

Book ID
118250084
Publisher
American Society of Civil Engineers
Year
2011
Tongue
English
Weight
262 KB
Volume
137
Category
Article
ISSN
0733-9453

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An adaptive robust M-estimator for nonparametric nonlinear system identification is proposed. This Mestimator is optimal over a broad class of distributions in the sense of maximum likelihood estimation. The error distributions are described by the generalized exponential distribution family. It com