Robust Estimation and Tests for Parameters of Some Nonlinear Regression Models

This paper uses the median-of-means (MOM) method to estimate the parameters of the nonlinear regression models and proves the consistency and asymptotic normality of the MOM estimator. Especially when there are outliers, the MOM estimator is more robust than nonlinear least squares (NLS) estimator a...

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Главные авторы:	Pengfei Liu, Mengchen Zhang, Ru Zhang, Qin Zhou
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2021-03-01
Серии:	Mathematics
Предметы:	median-of-means (MOM) nonlinear regression (NR) empirical likelihood (EL) hypothesis testing (HT)
Online-ссылка:	https://www.mdpi.com/2227-7390/9/6/599
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