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Nonparametric bayesian regression using wavelet analysis / Ayman Orabi Abedellteef ; Supervised S. A. Shaban , Elsayed A. Elsherpieny

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Cairo : Ayman Orabi Abedellteef , 2011Description: 178 Leaves : charts ; 30cmOther title:
  • الانحدار البيزي اللامعلمي باستخدام التحليل المويجي [Added title page title]
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Dissertation note: Thesis (Ph.D.) - Cairo University - Institute of Statistical Studies and Research - Department of Mathematical Statistics Summary: Models will be discussed. By using wavelet transformation and soft thresholding technique, the ARIMA model decomposed into sum of three ARIMA models will be discussed. In chapter V, we will analysis the time series of the numbers of tourists coming to Egypt monthly through the period 1990-2006 (data quoted from Egyptian Ministry of Tourism) and the relation between sum of square errors due to the ARIMA model and deferent methods of threshold will be calculated
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Item type Current library Home library Call number Copy number Status Date due Barcode
Thesis Thesis قاعة الرسائل الجامعية - الدور الاول المكتبة المركزبة الجديدة - جامعة القاهرة Cai01.18.03.Ph.D.2011.Ay.N (Browse shelf(Opens below)) Not for loan 01010110056563000
CD - Rom CD - Rom مخـــزن الرســائل الجـــامعية - البدروم المكتبة المركزبة الجديدة - جامعة القاهرة Cai01.18.03.Ph.D.2011.Ay.N (Browse shelf(Opens below)) 56563.CD Not for loan 01020110056563000

Thesis (Ph.D.) - Cairo University - Institute of Statistical Studies and Research - Department of Mathematical Statistics

Models will be discussed. By using wavelet transformation and soft thresholding technique, the ARIMA model decomposed into sum of three ARIMA models will be discussed. In chapter V, we will analysis the time series of the numbers of tourists coming to Egypt monthly through the period 1990-2006 (data quoted from Egyptian Ministry of Tourism) and the relation between sum of square errors due to the ARIMA model and deferent methods of threshold will be calculated

Issued also as CD

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