Asymptotic normality of parametric part in semiparametric regression in the presence of measurement error

In this study, we investigate a partially linear regression model where the covariate entering the nonparametric component is measured with error. A key challenge in such models is that the measurement error distribution is unknown, and this setting is further complicated by the limited availability...

وصف كامل

التفاصيل البيبلوغرافية

الحاوية / القاعدة:	AIMS Mathematics
المؤلف الرئيسي:	Seçil Yalaz
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	AIMS Press 2025-07-01
الموضوعات:	errors in variables partially linear model semiparametric regression unknown error density asymptotic normality
الوصول للمادة أونلاين:	https://www.aimspress.com/article/doi/10.3934/math.2025735