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Investigating The Effect Of Financial Innovations On The Demand For Money In Australia Using Dols And Fmols And Comparing Their Predictive Powers

Author

Listed:
  • Payam MOHAMMAD ALIHA

    (Ph.D candidate, Universiti Kebangsaan Malaysia (UKM), Malaysia)

  • Tamat SARMIDI

    (Associate Professor Dr. at Faculty of Economics and Management, Universiti Kebangsaan Malaysia (UKM), Malaysia)

  • Fathin FAIZAH SAID

    (Dr. at Faculty of Economics and Management, Universiti Kebangsaan Malaysia (UKM), Malaysia)

Abstract

In this paper we apply two different estimation methods, namely DOLS and FMOLS to estimate real demand for money in Australia with the inclusion of financial innovations. We use a conventional money demand function that was enriched with a proxy for financial innovations. This sum of the number of cheques, credit cards, charge cards, ATM and direct entry payment was included in the regression model to proxy the effect of financial innovations on the money demand. The results indicate that the estimated coefficient of TPI using DOLS is not significant yet it is highly significant using FMOLS and it bears positive sign so that 1 percent increase in TPI leads to the increase of money demand by 0.24 percent. Also, using "Root Mean Squared Error" as the benchmark for predictive power, we conclude that FMOLS is superior to DOLD when it comes to forecasting.

Suggested Citation

  • Payam MOHAMMAD ALIHA & Tamat SARMIDI & Fathin FAIZAH SAID, 2018. "Investigating The Effect Of Financial Innovations On The Demand For Money In Australia Using Dols And Fmols And Comparing Their Predictive Powers," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 47-61, June.
    • Handle: RePEc:hrs:journl:v:x:y:2018:i:1:p:47-61
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    References listed on IDEAS

    as
    1. Ireland, Peter N, 1995. "Endogenous Financial Innovation and the Demand for Money," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(1), pages 107-123, February.
    2. Arrau, Patricio & De Gregorio, Jose & Reinhart, Carmen M. & Wickham, Peter, 1995. "The demand for money in developing countries: Assessing the role of financial innovation," Journal of Development Economics, Elsevier, vol. 46(2), pages 317-340, April.
    3. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    4. Payam MOHAMMAD ALIHA & Tamat SARMIDI & Abu Hassan SHAAR & Fathin FAIZAH SAID, 2017. "Using Ardl Approach To Cointehration For Investigating The Relationship Between Payment Technologies And Money Demand On A World Scale," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 29-37, December.
    5. Saikkonen, Pentti, 1992. "Estimation and Testing of Cointegrated Systems by an Autoregressive Approximation," Econometric Theory, Cambridge University Press, vol. 8(1), pages 1-27, March.
    6. Fernando Alvarez & Francesco Lippi, 2009. "Financial Innovation and the Transactions Demand for Cash," Econometrica, Econometric Society, vol. 77(2), pages 363-402, March.
    7. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    8. Payam Mohammad ALIHA & Tamat SARMIDI & Abu Hassan SHAARI & Fathin Faizah SAID, 2017. "Payment Technologies And Money Demand: Evidence From Dynamic Panel," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 41-52, June.
    9. Ferda HALICIOGLU & Mehmet UGUR, 2005. "On Stability of the Demand for Money in a Developing OECD," Macroeconomics 0508001, University Library of Munich, Germany.
    10. Mohsen Bahmani-Oskooee & Hafez Rehman, 2005. "Stability of the money demand function in Asian developing countries," Applied Economics, Taylor & Francis Journals, vol. 37(7), pages 773-792.
    11. Akinlo, A. Enisan, 2006. "The stability of money demand in Nigeria: An autoregressive distributed lag approach," Journal of Policy Modeling, Elsevier, vol. 28(4), pages 445-452, May.
    12. Sovannroeun SAMRETH & Dara LONG, 2008. "The Monetary Model of Exchange Rate: Evidence from the Philippines Using ARDL Approach," Economics Bulletin, AccessEcon, vol. 6(31), pages 1-13.
    13. Payam MOHAMMAD ALIHA & Tamat SARMIDI & Abu Hassan SHAAR & Fathin FAIZAH SAID, 2017. "Investigating The Effects Of Financial Innovations On The Demand For Money In Malaysia Using The Ardl Appoach To Cointergration," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 177-193, June.
    14. Baharumshah, Ahmad Zubaidi & Mohd, Siti Hamizah & Mansur M. Masih, A., 2009. "The stability of money demand in China: Evidence from the ARDL model," Economic Systems, Elsevier, vol. 33(3), pages 231-244, September.
    15. Francis X. Diebold & Jose A. Lopez, 1995. "Forecast evaluation and combination," Research Paper 9525, Federal Reserve Bank of New York.
    16. Arrau, Patricio & De Gregorio, Jose, 1993. "Financial Innovation and Money Demand: Application to Chile and Mexico," The Review of Economics and Statistics, MIT Press, vol. 75(3), pages 524-530, August.
    17. repec:ebl:ecbull:v:6:y:2008:i:31:p:1-13 is not listed on IDEAS
    18. Lydia Ndirangu & Esman Morekwa Nyamongo, 2015. "Financial Innovations and Their Implications for Monetary Policy in Kenya," Journal of African Economies, Centre for the Study of African Economies, vol. 24(suppl_1), pages 46-71.
    19. Ferda Halicioglu & Mehmet Ugur, 2005. "On stability of the demand for money in a developing OECD country: the case of Turkey," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 7(2/3), pages 203-213.
    20. Johansen, Soren, 1995. "Identifying restrictions of linear equations with applications to simultaneous equations and cointegration," Journal of Econometrics, Elsevier, vol. 69(1), pages 111-132, September.
    21. Arrau, Patricio & de Gregorio, Jose, 1991. "Financial innovation and money demand : theory and empirical implementation," Policy Research Working Paper Series 585, The World Bank.
    22. Apostolos Serletis, 2007. "The Demand for Money," Springer Books, Springer, edition 0, number 978-0-387-71727-2, September.
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    2. Courage Mlambo and Steven Kayambazinthu Msosa, 2020. "The Effect of Financial Technology on Money Demand: Evidence from Selected African States," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 366-373.

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    More about this item

    Keywords

    financial innovations; money demand; dynamic OLS; fully modified OLS; forecast;
    All these keywords.

    JEL classification:

    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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