IDEAS home Printed from
   My bibliography  Save this article

Comparing Random and Deterministic Time Series


  • Radunskaya, Amy


This paper addresses the question of distinguishing the output of a stochastic process from that of a deterministic process. An impossibility theorem is described which states that time a series resulting from deterministic B-processes is observationally equivalent to, and hence indistinguishable from, the output of a continuous time Markov process on a finite number of states.

Suggested Citation

  • Radunskaya, Amy, 1994. "Comparing Random and Deterministic Time Series," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 4(5), pages 765-776, August.
  • Handle: RePEc:spr:joecth:v:4:y:1994:i:5:p:765-76

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    References listed on IDEAS

    1. Akyol, Ahmet & Athreya, Kartik, 2005. "Risky higher education and subsidies," Journal of Economic Dynamics and Control, Elsevier, vol. 29(6), pages 979-1023, June.
    2. Glomm, Gerhard & Ravikumar, B., 1997. "Productive government expenditures and long-run growth," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 183-204, January.
    3. Eckstein, Zvi & Zilcha, Itzhak, 1994. "The effects of compulsory schooling on growth, income distribution and welfare," Journal of Public Economics, Elsevier, vol. 54(3), pages 339-359, July.
    4. Loury, Glenn C, 1981. "Intergenerational Transfers and the Distribution of Earnings," Econometrica, Econometric Society, vol. 49(4), pages 843-867, June.
    5. Steven P. Cassou & Kevin J. Lansing, 2004. "Growth Effects of Shifting from a Graduated-rate Tax System to a Flat Tax," Economic Inquiry, Western Economic Association International, vol. 42(2), pages 194-213, April.
    6. Raquel Fernandez & Richard Rogerson, 2003. "Equity and Resources: An Analysis of Education Finance Systems," Journal of Political Economy, University of Chicago Press, vol. 111(4), pages 858-897, August.
    7. Roland Benabou, 2002. "Tax and Education Policy in a Heterogeneous-Agent Economy: What Levels of Redistribution Maximize Growth and Efficiency?," Econometrica, Econometric Society, vol. 70(2), pages 481-517, March.
    8. Soares, Jorge, 2003. "Self-interest and public funding of education," Journal of Public Economics, Elsevier, vol. 87(3-4), pages 703-727, March.
    9. Caucutt, Elizabeth M. & Kumar, Krishna B., 2003. "Higher education subsidies and heterogeneity: a dynamic analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 27(8), pages 1459-1502, June.
    10. Blankenau, William F. & Simpson, Nicole B., 2004. "Public education expenditures and growth," Journal of Development Economics, Elsevier, vol. 73(2), pages 583-605, April.
    11. William Blankenau, 1999. "A Welfare Analysis of Policy Responses to the Skilled Wage Premium," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 2(4), pages 820-849, October.
    12. Gerhard Glomm & Michael Kaganovich, 2003. "Distributional Effects of Public Education in an Economy with Public Pensions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(3), pages 917-937, August.
    13. Gerhard Glomm & B. Ravikumar, 2001. "Human capital accumulation and endogenous public expenditures," Canadian Journal of Economics, Canadian Economics Association, vol. 34(3), pages 807-826, August.
    14. Johnson, George E, 1984. "Subsidies for Higher Education," Journal of Labor Economics, University of Chicago Press, vol. 2(3), pages 303-318, July.
    15. Rangazas, Peter, 2000. "Schooling and economic growth: A King-Rebelo experiment with human capital," Journal of Monetary Economics, Elsevier, vol. 46(2), pages 397-416, October.
    16. Raquel Fernandez & Richard Rogerson, 1995. "On the Political Economy of Education Subsidies," Review of Economic Studies, Oxford University Press, vol. 62(2), pages 249-262.
    Full references (including those not matched with items on IDEAS)


    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.

    Cited by:

    1. Hommes, Cars H. & Rosser,, J. Barkley, 2001. "Consistent Expectations Equilibria And Complex Dynamics In Renewable Resource Markets," Macroeconomic Dynamics, Cambridge University Press, vol. 5(02), pages 180-203, April.
    2. Dudek, Maciej K., 2010. "A consistent route to randomness," Journal of Economic Theory, Elsevier, vol. 145(1), pages 354-381, January.
    3. Barnett, William A. & Serletis, Apostolos, 2000. "Martingales, nonlinearity, and chaos," Journal of Economic Dynamics and Control, Elsevier, vol. 24(5-7), pages 703-724, June.
    4. Dudek, Maciej K., 2014. "Living in an imaginary world that looks real," Journal of Economic Dynamics and Control, Elsevier, vol. 41(C), pages 209-223.
    5. Serletis, Apostolos & Shintani, Mototsugu, 2006. "Chaotic monetary dynamics with confidence," Journal of Macroeconomics, Elsevier, vol. 28(1), pages 228-252, March.
    6. Sorger, Gerhard, 1998. "Imperfect foresight and chaos: an example of a self-fulfilling mistake," Journal of Economic Behavior & Organization, Elsevier, vol. 33(3-4), pages 363-383, January.

    More about this item


    Access and download statistics


    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:spr:joecth:v:4:y:1994:i:5:p:765-76. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Sonal Shukla) or (Rebekah McClure). General contact details of provider: .

    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.

    We have no references for this item. You can help adding them by using 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.

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.