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R-evolution in Time Series Analysis Software Applied on R-omanian Capital Market

Author

Listed:
  • Ciprian Alexandru

    (Ecological University of Bucharest - Faculty of Economics, Bucuresti 061341 Romania)

  • Nicoleta Caragea

    (Ecological University of Bucharest - Faculty of Economics, Bucuresti 061341 Romania)

  • Ana - Maria Dobre

    (National Institute of Statistics Bucharest, Bucuresti 050706 Romania)

Abstract

Worldwide and during the last decade, R has developed in a balanced way and nowadays it represents the most powerful tool for computational statistics, data science and visualization. Millions of data scientists use R to face their most challenging problems in topics ranging from economics to engineering and genetics. In this study, R was used to compute data on stock market prices in order to build trading models and to estimate the evolution of the quantitative financial market. These models were already applied on the international capital markets. In Romania, the quantitative modeling of capital market is available only for clients of trading brokers because the time series data are collected for the commercial purpose; in that circumstance, the statistical computing tools meet the inertia to change. This paper aims to expose a small part of the capability of R to use mix-and-match models and cutting-edge methods in statistics and quantitative modeling in order to build an alternative way to analyze capital market in Romania over the commercial threshold.

Suggested Citation

  • Ciprian Alexandru & Nicoleta Caragea & Ana - Maria Dobre, 2014. "R-evolution in Time Series Analysis Software Applied on R-omanian Capital Market," Computational Methods in Social Sciences (CMSS), "Nicolae Titulescu" University of Bucharest, Faculty of Economic Sciences, vol. 2(1), pages 28-34, June.
    • Handle: RePEc:ntu:ntcmss:vol2-iss1-14-028
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    File URL: http://cmss.univnt.ro/wp-content/uploads/vol/split/vol_II_issue_1/CMSS_vol_II_issue_1_art.003.pdf
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    References listed on IDEAS

    as
    1. repec:agr:journl:v:11(588):y:2013:i:11(588):p:83-100 is not listed on IDEAS
    2. Antoniade Ciprian ALEXANDRU, 2013. "Studying The Volatility Of The Romanian Investment Funds With The Arch And Garch Models Using The "R" Software," Working papers 03, Ecological University of Bucharest, Department of Economics.
    3. Caragea, Nicoleta & Alexandru, Ciprian Antoniade & Dobre, Ana Maria, 2012. "Bringing New Opportunities to Develop Statistical Software and Data Analysis Tools in Romania," MPRA Paper 48772, University Library of Munich, Germany.
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