Simulasi Perdagangan Kontrak Berjangka CPO pada Bursa Malaysia dengan Cyclic Forecasting Periode Januari-Desember 2009


  • Tomy G. Soemapradja Bina Nusantara University
  • Billy Utama Suria Bina Nusantara University



forward contract, CPO, KLSE, cyclic forecasting, simulation, back-testing


Crude palm oil (CPO) is one commodity that could be consumed and also as one alternative of non- fossil fuel: biodiesel. Since 2006, CPO commodity trade has its significant raise, followed by forward contract trade. The increasing of CPO price in 2006 is the lowest in historic analysis data period 2007-2008. Cyclic forecasting model is used following cycle pattern of twice-a-year, with a combination of Solver function in Ms. Excel that could minimize MSE as 161,02, Beta 0,0688 and intercept in -11,0396. Cyclic forecasting period is supposed to be used along with technical analysis, using stop loss to reduce risk. It needs additional research to adjust confidence level so VaR value is not too high that could fix trading strategy along this research. 


Plum Analytics

Author Biographies

Tomy G. Soemapradja, Bina Nusantara University

Akuntansi Department 

Billy Utama Suria, Bina Nusantara University

Jurusan Akuntansi


Aczel, A. D., & Sounderpandian, J. (2002). Complete business statistic (5th ed.). New York: McGraw- Hill.

Barlow, J. F. (2005). Excel model for business and operation management (2nd ed.). Wiley & Sons.

Colby, R. W. (2003). The encyclopedia of technical market indicators (2nd ed.). United States: McGraw-Hill.

Diebold, F. X. (2008). Element of forecasting (4th ed.). South Western, United States of America: Cengage Learning.

Elton, E. J., Gruber, M. J., Brown, S. J., & Goetzmann, W. N. (2003). Modern portfolio theory and investment analysis (6th ed.). United States of America: John Wiley & Sons.

Frenkel, M., Hommel, U., & Rudolf, M. (2005). Risk management: challenge and opportunity (2nd ed.). Germany: Spinger.

Hull, J. C. (2005). Fundamentals of futures and options markets (5th ed.). New Jersey: Pearson Education.

Holton, G. A. (2003). Value at risk: theory and practice. USA: Academic Press Advanced Finance Series.

Katz, R. W., & Murphy, A. H. (2005). Economic value of weather and climate forecasts. Cambridge University Press.

Schofield, N. C. (2007). Commodity derivatives—markets and applications. Wiley Finance, John Wiley & Sons.



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