The reciprocal inverse Gaussian kernel estimator for the hazard rate function
Other Title(s)
مقدر نواة مقلوب معكوس جاوس لدالة معدل المخاطرة
Dissertant
Thesis advisor
Comitee Members
al-Hanjuri, Mumin Muhammad Ramadan
Mahdi, Isam Bashir
University
Islamic University
Faculty
Faculty of Science
Department
Department of Mathematics
University Country
Palestine (Gaza Strip)
Degree
Master
Degree Date
2015
English Abstract
In this thesis, we estimate the hazard rate function using the Reciprocal Inverse Gaussian (RIG) kernel for independent and identically distributed (iid) data.
We use this estimator to avoid the large bias problem near the zero.
We study the asymptotic consistency and normality for this estimator.
Also, the selection of the optimal bandwidth is investigated.
For the comparisons purposes we study the Gaussian kernel estimator for the hazard rate function.
Finally, we test and compare the (RIG) kernel estimator with Gaussian kernel estimator.
Main Subjects
No. of Pages
71
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : Kernel estimation of the hazard rate function.
Chapter Three : Estimation of the hazard rate function using the RIG kernel.
Chapter Four : Applications and comparison.
References.
American Psychological Association (APA)
Rashid, Ali Jawhar Muhammad. (2015). The reciprocal inverse Gaussian kernel estimator for the hazard rate function. (Master's theses Theses and Dissertations Master). Islamic University, Palestine (Gaza Strip)
https://search.emarefa.net/detail/BIM-724341
Modern Language Association (MLA)
Rashid, Ali Jawhar Muhammad. The reciprocal inverse Gaussian kernel estimator for the hazard rate function. (Master's theses Theses and Dissertations Master). Islamic University. (2015).
https://search.emarefa.net/detail/BIM-724341
American Medical Association (AMA)
Rashid, Ali Jawhar Muhammad. (2015). The reciprocal inverse Gaussian kernel estimator for the hazard rate function. (Master's theses Theses and Dissertations Master). Islamic University, Palestine (Gaza Strip)
https://search.emarefa.net/detail/BIM-724341
Language
English
Data Type
Arab Theses
Record ID
BIM-724341
