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Ebtehal Al-Ma'aeteh, Tasneam Basyouni, Malak Smadi, Tesneam Saleh, Feras Alrawashdeh and S. Al Wadi
Journal of Social Sciences (COES&RJ-JSS)
Volume 8, Number 4
2019
Centre of Excellence for Scientific & Research Journalism, COES&RJ LLC.
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Ahmad M. Awajan1,a) and S. AL Wadi2,b
Proceedings ITISE-2019 conference
25th-27th September 2019
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S. Al Wadi Ahmad M. Awajan
Proceedings ITISE-2019 confernce.
25th-27th September 2019
  
Abstract: This empirical research endeavor seeks to enhance the accuracy of forecasting time series data in the banking sector by utilizing data from the Amman Stock Exchange (ASE). The study relied on daily closed price index data, spanning from October 2014 to December 2022, encompassing a total of 2048 observations. To attain statistically significant results, the research employs various mathematical techniques, including the non-linear spectral model, the maximum overlapping discrete wavelet transform (MODWT) based on the Coiflet function (C6), and the autoregressive integrated moving average (ARIMA) model. Notably, the study’s findings encompass the comprehensive explanation of all past events within the specified time frame, alongside the introduction of a novel forecasting model that amalgamates the most effective MODWT function (C6) with a tailored ARIMA model. Furthermore, this research underscores the effectiveness of MODWT in decomposing stock market data, particularly in identifying significant events characterized by high volatility, which thereby enhances forecasting accuracy. These results hold valuable implications for researchers and scientists across various domains, with a particular relevance to the fields of business and health sciences. The performance evaluation of the forecasting methodology is based on several mathematical criteria, including the mean absolute percentage error (MAPE), the mean absolute scaled error (MASE), and the root mean squared error (RMSE).
Journal of Risk and Financial Management
17(3)
MDPI
2024
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S. AL wadi1* , Osama Mohammad Al-Rawashdeh2 ,Omar ALsinglawi3 , Bara’ah A. ABU Dalwein4 , Mohammad H. Saleh5 , Jamil J. jaber6 , Firas Al-Rawashdeh
Przestrzen SpolecznaVolume
22
Stowarzyszenie Naukowe Przestrzen Społeczna i Srodowisko
2022
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Khudhayr A. Rashedi, Mohd Tahir Ismail, Abdeslam Serroukh3 and S. Al wadi
Computers, Materials & Continua
72(2)
Tech Science Press
2022
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Ali A. Shehadeh, Sadam M. Alwadi & Mohammad I. Almaharmeh
Cogent Economics & Finance
10(1)
Taylor & Francis
2022
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Khudhayr A. Rashedi,1,2 Mohd Tahir Ismail , Nawaf N. Hamadneh , S. AL Wadi, Jamil J. Jaber, and Muhammad Tahir
journal of mathematics
2021
Hindawi
2021
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Sufyan Habib, Nawaf N. Hamadneh, S. Al wadi and Ra’ed Masa’deh
Computers, Materials & Continua
Tech Science Press
2021
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Abdullah H. Alenezy,1,2 Mohd Tahir Ismail , 2 S. Al Wadi,3 Muhammad Tahir , 4 Nawaf N. Hamadneh , 5 Jamil J. Jaber,3 and Waqar A. Khan 6
Journal of Mathematics
2021
Hindawi
2021
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Nurul Aityqah Yaacob 1,2 , Jamil J. Jaber 3 , Dharini Pathmanathan 1,*, Sadam Alwadi 3 and Ibrahim Mohamed 1
Mathematics
9
MDPI
2021
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Khudhayr A. RASHEDI1 , Mohd T. ISMAIL2 , S. Al WADI3 , Abdeslam SERROUKH4
Journal of Asian Finance, Economics and Business
7(12)
Korea Distribution Science Association (KODISA)
2020
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Tariq S. ALSHAMMARI1 , Mohd T. ISMAIL2 , Sadam AL-WADI3 , Mohammad H. SALEH4 , Jamil J. JABER5
Journal of Asian Finance, Economics and Business
70(11)
Korea Distribution Science Association
2020
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JAMIL J. JABER1 , NORISZURA ISMAIL2 , SITINORAFIDAHMOHD RAMLI3 , S. AL WADI4 DALILA. BOUGHACI5
Journal of Theoretical and Applied Information Technology
98(9)
Little Lion Scientific
2020
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S. Al Wadi1, Ola Basbous2
European Journal of Business and Management
Vol.11, No.36,
IISTE
2019
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S. Al Wadi1, Ola Basbous2
European Journal of Business and Management
Vol.11, No.36, 2019
IITSE
2019
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Abdallah Abu Abdallah1, Mousa Mohammad Abdullah Saleh2, Sadam Al Wadi3 and Firas Al rawashdeh4
Journal of Social Sciences (COES&RJ-JSS)
Vol. 8, No.4,
Centre of Excellence for Scientific & Research Journalism, COES&RJ LLC.
2019
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Ahmad M. Awajan, Mohd Tahir Ismail, and S. AL Wadi
AIP Conference
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AIP
2019
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Ahmed Awajan, Mohd Tahir Ismal, S. Alwad, Abobaker M Jaber, Lubna M Hamzelouh
international journal of economic and statstcs
20(2)
2019
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s. alwadi, Abd Al-sialhat
journal of engineering and appled science
14(13)
Medwell
2019
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S. Al wadi
Italian Journal of Pure and appled Mathematics
39
udine university
2018
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Ahmad M. Awajan, Mohd Tahir Ismail, S. AL Wadi
plos one
13
Public Libaray of Science
2018
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S. Al Wadi and Ahmed Atallah Alsaraireh
italian journal of pure and applied mathematics
40 (607-614)
udine university
2018
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Ahmed Atallah Alsaraireh, Mohammad Almasarweh, Mahmoud Barakat Alnawaiseh, S. Al Wadi, Vandana Bhama
Italain journal of pure and applied mathematics
40
udine university
2018
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S. AL Wadi1 & Ghassan Obeidat1
Modern Applied Science
12
Canadian Center of Science and Education
2018
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Ahmad M. Awajan1,2*, Mohd Tahir Ismail2 , S. AL Wadi3
Plos one
2018
Public Library of Science
2018
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Ahmad M. Awajan, Mohd Tahir Ismail and S. AL Wadi
Journal of Internet Banking and Commerce
22(1)
2017
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Jamil J. Jaber, S. Al Wadi, Noriszura Ismail and Mohammad H. Saleh
Far East Journal of Mathematical Sciences.
101, 7. 1491-1507.
2017
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Ahmad M. Awajan Mohd Tahir Ismail and S. Al Wadi
ITALIAN JOURNAL OF PURE AND APPLIED MATHEMATICS
38,  291-312
2017
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Ahmed M. Awajan, Mohd Tahir Ismail and S. al Wadi
international journal of statistics and economics
18(3)
2017
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Reda Albotoush1, S. AL Wadi2, Mohammad Rasheed3, Ahmad Abu Hilal4, Firas Al-rawashdeh5
international journal of ecolodical economic and statistics
38, 102-113
2017
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S.AlWadi
international journal of mathematics and mathematical siences
2017
2017
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Sadam Alwadi, Firas Muhammad Al- Rawashdi and Ibraheem Alshomaly
Journal of Internet Banking and Commerce
21, S5: 1-14.
2016
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S. AL Wadi, Ahmad M. H. Al-Khazaleh and Hazem Alwadi (2016).
Far East Journal of Mathematical Sciences.
 100, 10:  1579-1593.
2016
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S. Al wadi
European Scientific Journal.
11, 22: 245-254.
2015
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Firas Muhammad Al- Rawashdi, S. Alwadi and Mohammad Hasan Saleh
European Journal of Economics, Finance and Administrative Sciences.
82
2015
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Ahmad M. H. Al-Khazaleh and S.Alwadi
Far East Journal of Mathematical Sciences
96 (3), 340-351.
2015
  
Khudhayr A. Rashedi 1,*, Mohd Tahir Ismail 2 , Sadam Al Wadi 3 , Abdeslam Serroukh 4 , Tariq S. Alshammari 1 and Jamil J. Jaber 3,
Journal of Risk and Financial Management