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Analysis of The Profitability of Islamic Banking Using Arimax Model and Regression with Arima Errors Model

Authors(3):

Sri Aryani, Muhammad Nur Aidi, Utami Dyah Syafitri
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Profitability of Islamic banking is a benchmark for the performance of Islamic bank. Indicators for measuring the profitability of Islamic banking is ROA. There are several predictor variables involved that affect the profitability of Islamic banking, namely interest rates, exchange rates and inflation. This research was aimed to predict the effect of predictor variables on Islamic bank profitability using two approaches namely ARIMAX and ARIMA errors. Both model approaches are conceptually the combination between the regression model and ARIMA model. The best model of the two approaches will be compared by considering the MAPE value. The best model is reflected by the smallest SBC value, significant parameter estimator, and the smallest MAPE value. As a result, the approach model of ARIMA (1, 1, 1) error with variable of exchange rate was found to be the best model with MAPE value of 32.013%, while the model of ARIMAX (0, 1, 2) with exchange rate variable obtained MAPE value of 375.78%. Thus, the best model to predict the effect of predictor factor on Islamic banking profitability was ARIMAX model (0,1,2) with exchange rate variable.

Sri Aryani, Muhammad Nur Aidi, Utami Dyah Syafitri

ARIMAX, ARIMA errors, Predictor, Profitability, ROA

  1. Wei, W. S. 2006. Time Analysis Univariate and Multivariate Methods. New York : Addison Wesley Publishing Company, Inc
  2. Cryer JD, Chan KS. 2008. Time Series Analysis 2nd edition. New York (US):Springer
  3. Abduh, Muhamad and Idrees, Yameen, Determinants of Islamic Banking Profitability in Malaysia, Australian Journal of Basic and Applied Sciences, 7 (2) : 204-210, 2013.
  4. Swandayani DS, Kusumaningtias R. 2012. Pengaruh Inflasi, Suku Bunga, Nilai Tukar Valas dan Jumlah Uang Beredar Terhadap Profitabilitas pada Perbankan Syariah Di Indonesia Periode 2005-2009. Jurnal Akutansi (JA). 3(2): 147-166
  5. Hidayati AN. 2014. Pengaruh Inflasi, Suku bunga dan Kurs terhadap Profitabilitas Perbankan Syariah di Indonesia. An-Nisbah. 1(1):94

Publication Details

Published in : Volume 4 | Issue 4 | March-April - 2018
Date of Publication Print ISSN Online ISSN
2018-05-30 2395-1990 2394-4099
Page(s) Manuscript Number   Publisher
49-53 IJSRSET1844509   Technoscience Academy

Cite This Article

Sri Aryani, Muhammad Nur Aidi, Utami Dyah Syafitri, "Analysis of The Profitability of Islamic Banking Using Arimax Model and Regression with Arima Errors Model", International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 4, pp.49-53, March-April-2018.
URL : http://ijsrset.com/IJSRSET1844509.php