Kernel nearest neighbor estimator for the regression Quantile
Other Title(s)
تقدير نواة الجوار الأقرب لمئينات الإنحدار
Dissertant
Abu Shamala, Ibrahim Ahmad Mahmud
Thesis advisor
Comitee Members
Mahdi, Isam Bashir
al-Shaykh Ahmad, Hazim Ismail
University
Islamic University
Faculty
Faculty of Science
Department
Department of Mathematics
University Country
Palestine (Gaza Strip)
Degree
Master
Degree Date
2014
English Abstract
-In this thesis, we study the kernel estimation of the conditional probability density function and two of its aspects, the conditional mode and the conditional quantiles.
For the conditional mode, we study the asymptotic normality of its kernel estimation from [30] and the conditions under which the conditional mode estimated at nite distinct points is asymptotically normally distributed.
Also, we study the kernel estimation for the conditional quantile from [1] and we study the conditions under which the joint distribution of several conditional quantile is asymptotically normally distributed.
Main Subjects
Topics
No. of Pages
67
Table of Contents
Table of contents.
Abstract.
Chapter One : Concepts and basics.
Chapter Two : Kernel estimation of the conditional density and distribution func-tions.
Chapter Three : Kernel nearest neighbor estimator.
Chapter Four : Summary and conclusions.
References.
American Psychological Association (APA)
Abu Shamala, Ibrahim Ahmad Mahmud. (2014). Kernel nearest neighbor estimator for the regression Quantile. (Master's theses Theses and Dissertations Master). Islamic University, Palestine (Gaza Strip)
https://search.emarefa.net/detail/BIM-531094
Modern Language Association (MLA)
Abu Shamala, Ibrahim Ahmad Mahmud. Kernel nearest neighbor estimator for the regression Quantile. (Master's theses Theses and Dissertations Master). Islamic University. (2014).
https://search.emarefa.net/detail/BIM-531094
American Medical Association (AMA)
Abu Shamala, Ibrahim Ahmad Mahmud. (2014). Kernel nearest neighbor estimator for the regression Quantile. (Master's theses Theses and Dissertations Master). Islamic University, Palestine (Gaza Strip)
https://search.emarefa.net/detail/BIM-531094
Language
English
Data Type
Arab Theses
Record ID
BIM-531094
