Construction robust simple linear regression profile monitoring : a simulation study
Other Title(s)
تكوين لوحات الانحدار الخطي البسيط الحصينة : دراسة محاكاة
Joint Authors
Barzanji, Nazirah Sadiq Karim
al-Zubaydi, Taha Husayn Ali
Source
Journal of Kirkuk University : Administrative and Economic Science
Issue
Vol. 9, Issue 1 (30 Jun. 2019), pp.242-257, 16 p.
Publisher
Kirkuk University College of Administration and Economics
Publication Date
2019-06-30
Country of Publication
Iraq
No. of Pages
16
Main Subjects
Business Administration
Economy and Commerce
Topics
Abstract AR
تم في هذا البحث اقت ا رح تكوين لوحات سييييييلمرل او ل ل ات الااحدار الخمي البسيلطومتوسيط مرع ات الخم بالا ت اد ى ال قد ا رت الحصيلة (M-Estimator) التي تم تقدير أو ا زاهامن خلال الدال الترعل ل و من ثم مقاراتها مع ال و حات التق لدي التي ت ت د ى طريق ال رع اتالصغرى الا تلادي (OLS) ةد وجود قلم شاذل لبلااات مولدل شوائلا (Simulation) لها توزيعطبل ي و لهذا الغرض تم تصييييي لم ةرااملا ة غ ماتلا و توصيييييى البحث ولى أا ال و حات ال قترحأكثر دق من ال و حات التق لدي.
Abstract EN
In this research suggest the construction of quality control charts for parameters of simple linear regression and the mean squares error (Linear Profile Monitoring) depending on robust estimators (M-Estimator), which was estimated weights through a bi-square function and then compare them with the classical charts that depend on the method of ordinary least squares (OLS) when there an outlier values for randomly generated data (Simulation) have a normal distribution, for this purpose, the program language MATLAB design and research concluded that the proposed charts more accurate than of classical charts.
American Psychological Association (APA)
al-Zubaydi, Taha Husayn Ali& Barzanji, Nazirah Sadiq Karim. 2019. Construction robust simple linear regression profile monitoring : a simulation study. Journal of Kirkuk University : Administrative and Economic Science،Vol. 9, no. 1, pp.242-257.
https://search.emarefa.net/detail/BIM-1034970
Modern Language Association (MLA)
al-Zubaydi, Taha Husayn Ali& Barzanji, Nazirah Sadiq Karim. Construction robust simple linear regression profile monitoring : a simulation study. Journal of Kirkuk University : Administrative and Economic Science Vol. 9, no. 1 (2019), pp.242-257.
https://search.emarefa.net/detail/BIM-1034970
American Medical Association (AMA)
al-Zubaydi, Taha Husayn Ali& Barzanji, Nazirah Sadiq Karim. Construction robust simple linear regression profile monitoring : a simulation study. Journal of Kirkuk University : Administrative and Economic Science. 2019. Vol. 9, no. 1, pp.242-257.
https://search.emarefa.net/detail/BIM-1034970
Data Type
Journal Articles
Language
English
Notes
-
Record ID
BIM-1034970