Copula-based Berkson measurement error models

سال انتشار: 1401
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 195

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شناسه ملی سند علمی:

JR_IJFS-19-4_013

تاریخ نمایه سازی: 6 شهریور 1401

چکیده مقاله:

In this work, we consider the joint distribution function as well as the copula of (X+Z,Y) where the random vector (X, Y, Z)  is characterized by a copula C_{X,Y,Z}. We use this copula to analyze a Berkson measurement error model. By presenting a general form of a Berkson measurement error model with copula-dependent random variables, we investigate some of its special cases. Some theoretical results, several examples as well as a simulation study, are proposed for illustration.

نویسندگان

A. R. Ziaei

Department of Statistics, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran

K. Zare

Department of Statistics, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran

A. Sheikhi

Department of Statistics, Faculty of Mathematics and Computer, Shahid Bahonar University, Kerman, Iran