Kernel estimation of the conditional density function with application of the Palestinian merchandise imports data
Other Title(s)
تقدير النواة لدالة الكثافة الشرطية مع تطبيق على بيانات واردات البضائع الفلسطينية
Joint Authors
Salihah, Raid Bashir Ibrahim
al-Hurani, Sahar Z.
Source
مجلة الجامعة الإسلامية للدراسات الطبيعية
Publisher
The Islamic University-Gaza Deanship of Research and Graduate Affairs
Publication Date
2017-03-31
Country of Publication
Palestine (Gaza Strip)
No. of Pages
6
Main Subjects
Topics
English Abstract
The relationship between a current observation and previous observations, where the conditional density function plays an important role, is the main subject of this paper.
To study this relation, the unknown conditional density function must be estimated.
In this paper, the kernel estimation of the mean and mode of the conditional density function will be studied, and the conditions under which these estimators are asymptotically normally distributed will be discussed.
The performance of the kernel estimator of the conditional mean and mode will be tested using simulated data.
We will analyze the monthly data of the Palestinian merchandise imports using the kernel techniques to predict future observations.
Also, the Box and Jenknis methodology will be applied to the data and its results will be compared to that of the kernel techniques.
Data Type
Conference Papers
Record ID
BIM-778438
American Psychological Association (APA)
Salihah, Raid Bashir Ibrahim& al-Hurani, Sahar Z.. 2017-03-31. Kernel estimation of the conditional density function with application of the Palestinian merchandise imports data. International Conference on Science and Development (6th : 2017 : Gaza, Palestine). . No. (s) (Mar. 2017), pp.89-94.غزة، فلسطين : الجامعة الإسلامية-غزة، عمادة شؤون البحث العلمي و الدراسات العليا،.
https://search.emarefa.net/detail/BIM-778438
Modern Language Association (MLA)
Salihah, Raid Bashir Ibrahim& al-Hurani, Sahar Z.. Kernel estimation of the conditional density function with application of the Palestinian merchandise imports data. . غزة، فلسطين : الجامعة الإسلامية-غزة، عمادة شؤون البحث العلمي و الدراسات العليا،. 2017-03-31.
https://search.emarefa.net/detail/BIM-778438
American Medical Association (AMA)
Salihah, Raid Bashir Ibrahim& al-Hurani, Sahar Z.. Kernel estimation of the conditional density function with application of the Palestinian merchandise imports data. . International Conference on Science and Development (6th : 2017 : Gaza, Palestine).
https://search.emarefa.net/detail/BIM-778438