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...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Pengfei Liu, Mengchen Zhang, Ru Zhang, Qin Zhou
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	MDPI AG 2021-03-01
श्रृंखला:	Mathematics
विषय:	median-of-means (MOM) nonlinear regression (NR) empirical likelihood (EL) hypothesis testing (HT)
ऑनलाइन पहुंच:	https://www.mdpi.com/2227-7390/9/6/599
टैग:	टैग जोड़ें कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!