IDEAS home Printed from https://ideas.repec.org/a/cbu/jrnlec/y2018v4p29-45.html
   My bibliography  Save this article

Autoregressive Evolutions For Macroeconomic Indicators Do Confirm Chaos Theories In United States

Author

Listed:
  • NICOLAE ANCA-IULIANA

    (THE BUCHAREST ACADEMY OF ECONOMIC STUDIES)

Abstract

Ten years ago, international crisis (beginning 2008) has become a fundamental element for national economies. In addition to economic burden, the crisis has put governments in an instability financial situation also, by both domestic and overseas transactions. National Governments main purpose is to provide sustainable development by attempting to prospect and plot economic evolutions in order to reduce financial influences overall. The core question is then: Are these countries able to anticipate these evolutions? This paper aims to determine how Chaos Theories analyses for Real Gross Domestic Product (GDP) and Consumption per Capita influence the trend of these indicators, but not in the classic macroeconomic dependency direction. The purpose of this article is to provide a core framework from the Chaos Theory perspective in order to create the context for Auto Regressive and Mobile Average (ARMA Models) alternatives methodology in practice, alternatives, and forecasts. The estimations based on econometric and cybernetic models by using ARMA and Hurst Coefficient highlight the fact that Real GDP and Consumption per capita have similar evolutions, but are not directly correlated in the classic theory because here, similarity and persistency are main factors for general evolutions of these macroeconomic indicators.

Suggested Citation

  • Nicolae Anca-Iuliana, 2018. "Autoregressive Evolutions For Macroeconomic Indicators Do Confirm Chaos Theories In United States," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 4, pages 29-45, August.
  • Handle: RePEc:cbu:jrnlec:y:2018:v:4:p:29-45
    as

    Download full text from publisher

    File URL: http://www.utgjiu.ro/revista/ec/pdf/2018-04/04_nicolae.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nelson, Charles R & Kang, Heejoon, 1981. "Spurious Periodicity in Inappropriately Detrended Time Series," Econometrica, Econometric Society, vol. 49(3), pages 741-751, May.
    2. Michelacci, Claudio & Zaffaroni, Paolo, 2000. "(Fractional) beta convergence," Journal of Monetary Economics, Elsevier, vol. 45(1), pages 129-153, February.
    3. Grether, D M & Nerlove, M, 1970. "Some Properties of 'Optimal' Seasonal Adjustment," Econometrica, Econometric Society, vol. 38(5), pages 682-703, September.
    4. Perron, P, 1993. "Erratum [The Great Crash, the Oil Price Shock and the Unit Root Hypothesis]," Econometrica, Econometric Society, vol. 61(1), pages 248-249, January.
    5. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    6. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    7. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    8. C. W. J. Granger & Roselyne Joyeux, 1980. "An Introduction To Long‐Memory Time Series Models And Fractional Differencing," Journal of Time Series Analysis, Wiley Blackwell, vol. 1(1), pages 15-29, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. D. Ventosa-Santaulària, 2009. "Spurious Regression," Journal of Probability and Statistics, Hindawi, vol. 2009, pages 1-27, August.
    2. Abadir, Karim M. & Caggiano, Giovanni & Talmain, Gabriel, 2013. "Nelson–Plosser revisited: The ACF approach," Journal of Econometrics, Elsevier, vol. 175(1), pages 22-34.
    3. David Greasley & Les Oxley, 2010. "Cliometrics And Time Series Econometrics: Some Theory And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 24(5), pages 970-1042, December.
    4. Peter Hans Matthews, 2005. "Paradise lost and found? The econometric contributions of Clive W. J. Granger and Robert F. Engle," Review of Political Economy, Taylor & Francis Journals, vol. 17(1), pages 1-28.
    5. Javier Hualde & Morten {O}rregaard Nielsen, 2022. "Fractional integration and cointegration," Papers 2211.10235, arXiv.org.
    6. John D. Levendis, 2018. "Time Series Econometrics," Springer Texts in Business and Economics, Springer, number 978-3-319-98282-3, July.
    7. N. Vijayamohanan Pillai, 2010. "Electricity Demand Analysis and Forecasting- The Tradition is Questioned," Working Papers id:2966, eSocialSciences.
    8. PHILIP E.T. LEWIS & GARRY A. MacDONALD, 1993. "Testing for Equilibrium in the Australian Wage Equation," The Economic Record, The Economic Society of Australia, vol. 69(3), pages 295-304, September.
    9. Tang, Chor Foon, 2011. "Tourism, real output and real effective exchange rate in Malaysia: a view from rolling sub-samples," MPRA Paper 29379, University Library of Munich, Germany.
    10. Murray, Christian J. & Nelson, Charles R., 2000. "The uncertain trend in U.S. GDP," Journal of Monetary Economics, Elsevier, vol. 46(1), pages 79-95, August.
    11. Boetel, Brenda L. & Liu, Donald J., 2008. "Incorporating Structural Changes in Agricultural and Food Price Analysis: An Application to the U.S. Beef and Pork Sectors," Working Papers 44076, University of Minnesota, The Food Industry Center.
    12. Min Bahadur Shrestha, Ph.D., 2006. "Testing for Unit Roots in Nepalese Macroeconomic Data," NRB Economic Review, Nepal Rastra Bank, Research Department, vol. 18, pages 1-19, April.
    13. Chor Foon Tang, 2015. "How Stable is the Savings-led Growth Hypothesis in Malaysia? The Bootstrap Simulation and Recursive Causality Tests," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 9(1), pages 1-17, February.
    14. Nuno Sobreiray & Luis C. Nunesz & Paulo M. M. Rodriguesz, 2012. "Neoclassical, semi-endogenous or endogenous growth theory? Evidence based on new structural change tests," Business and Economics Working Papers 153, Unidade de Negocios e Economia, Insper.
    15. Claudio Michelacci, 1999. "Cross-Sectional Heterogeneity and the Persistence of Aggregate Fluctuations," Working Papers wp1999_9906, CEMFI.
    16. Thierry Aimar & Francis Bismans & Claude Diebolt, 2012. "Economic Cycles: A Synthesis," Working Papers 12-11, Association Française de Cliométrie (AFC).
    17. Antonio E. Noriega & Daniel Ventosa‐Santaulària, 2006. "Spurious Regression Under Broken‐Trend Stationarity," Journal of Time Series Analysis, Wiley Blackwell, vol. 27(5), pages 671-684, September.
    18. Iolanda Lo Cascio & Stephen Pollock, 2007. "Comparative Economic Cycles," Working Papers 599, Queen Mary University of London, School of Economics and Finance.
    19. Adolfo Sachsida & Mário Jorge Cardoso de Mendonça, 2006. "Domestic Saving and Investment Revised: Can the Feldstein-Horioka Equation be Used for Policy Analysis?," Discussion Papers 1158, Instituto de Pesquisa Econômica Aplicada - IPEA.
    20. Cribari-Neto, Francisco, 1996. "On time series econometrics," The Quarterly Review of Economics and Finance, Elsevier, vol. 36(Supplemen), pages 37-60.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cbu:jrnlec:y:2018:v:4:p:29-45. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ecobici Nicolae The email address of this maintainer does not seem to be valid anymore. Please ask Ecobici Nicolae to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/fetgjro.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.