Using simulation to build a better model for generation observations of laplace distribution and determine the optimal method of estimation
Other Title(s)
استخدام المحاكاة لبناء افضل نموذج لتوليد مشاهدات توزيع لابلاس مع تحديد أمثل طريقة للتقدير
Parallel Title
استخدام المحاكاة لبناء افضل نموذج لتوليد مشاهدات توزيع لابلاس مع تحديد أمثل طريقة للتقدير
Author
Source
Issue
Vol. 8, Issue 15-16 (31 Dec. 2018), pp.23-33, 11 p.
Publisher
Publication Date
2018-12-31
Country of Publication
Iraq
No. of Pages
11
Main Subjects
Social Sciences (Multidisciplinary)
Topics
Abstract EN
Laplace distribution is a continuous statistical distribution belong to theexponential family which has multiple applications in many aspects like economiclife, engineering, medical.
.
.
etc.
, moreover it has various relationships with otherdistributions, Exponential, Normal, Pareto, both as standard Lap (0, 1) or asgeneral Lap (μ, β), and we used this relationship is to generate random sample ofdistribution observations.
In addition, we used different methods for estimatingthe distribution parameters in order to determine the optimal model under severaleffects (methods of appreciation, sample size, and the relationship between theparameters.
It has been relying on simulation experiments to determine the bestmodel to generate observations and over (77% ) in all cases, the method (MLE)represents over (72% ) compared with the other methods.
American Psychological Association (APA)
al-Abidi, Fadhil Abd al-Abbas. 2018. Using simulation to build a better model for generation observations of laplace distribution and determine the optimal method of estimation. Albahir Journal،Vol. 8, no. 15-16, pp.23-33.
https://search.emarefa.net/detail/BIM-1291089
Modern Language Association (MLA)
al-Abidi, Fadhil Abd al-Abbas. Using simulation to build a better model for generation observations of laplace distribution and determine the optimal method of estimation. Albahir Journal Vol. 8, no. 15-16 (2018), pp.23-33.
https://search.emarefa.net/detail/BIM-1291089
American Medical Association (AMA)
al-Abidi, Fadhil Abd al-Abbas. Using simulation to build a better model for generation observations of laplace distribution and determine the optimal method of estimation. Albahir Journal. 2018. Vol. 8, no. 15-16, pp.23-33.
https://search.emarefa.net/detail/BIM-1291089
Data Type
Journal Articles
Language
English
Notes
-
Record ID
BIM-1291089