IDEAS home Printed from https://ideas.repec.org/a/gam/jecnmx/v9y2021i3p32-d623076.html

Prais–Winsten Algorithm for Regression with Second or Higher Order Autoregressive Errors

Author

Listed:
  • Dimitrios V. Vougas

    (Swansea University, Swansea SA2 8PP, UK
    Retired.)

Abstract

There is no available Prais–Winsten algorithm for regression with AR(2) or higher order errors, and the one with AR(1) errors is not fully justified or is implemented incorrectly (thus being inefficient). This paper addresses both issues, providing an accurate, computationally fast, and inexpensive generic zig-zag algorithm.

Suggested Citation

  • Dimitrios V. Vougas, 2021. "Prais–Winsten Algorithm for Regression with Second or Higher Order Autoregressive Errors," Econometrics, MDPI, vol. 9(3), pages 1-6, August.
  • Handle: RePEc:gam:jecnmx:v:9:y:2021:i:3:p:32-:d:623076
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2225-1146/9/3/32/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2225-1146/9/3/32/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Beach, Charles M & MacKinnon, James G, 1978. "A Maximum Likelihood Procedure for Regression with Autocorrelated Errors," Econometrica, Econometric Society, vol. 46(1), pages 51-58, 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. Rahman, Shahidur & King, Maxwell L., 1997. "Marginal-likelihood score-based tests of regression disturbances in the presence of nuisance parameters," Journal of Econometrics, Elsevier, vol. 82(1), pages 81-106.
    2. Aronsson, Thomas & Blomquist, Soren & Sacklen, Hans, 1999. "Identifying Interdependent Behaviour in an Empirical Model of Labour Supply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(6), pages 607-626, Nov.-Dec..
    3. R S Bivand, 1986. "The Evaluation of Norwegian Regional Policy: Parameter Variation in Regional Shift Models," Environment and Planning C, , vol. 4(1), pages 71-90, March.
    4. Barry T. Hirsch, 1985. "Poverty, Transfers, and Economic Growth," Public Finance Review, , vol. 13(1), pages 81-98, January.
    5. Robert Mulligan, 1996. "Export-import endogeneity in the context of the Thirlwall- Hussain model: an application of the Durbin-Wu-Hausman test incorporating a Monte Carlo experiment," Applied Economics Letters, Taylor & Francis Journals, vol. 3(4), pages 275-279.
    6. repec:rmk:rmkbae:v:9:y:mics:i:2:p:9(2 is not listed on IDEAS
    7. Anders, Sven M. & Caswell, Julie A., 2006. "Assessing the Impact of Stricter Food Safety Standards on Trade: HACCP in U.S. Seafood Trade with the Developing World," 2006 Annual meeting, July 23-26, Long Beach, CA 21338, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Neil R. Ericsson & Jaime Marquez, 1998. "A framework for economic forecasting," Econometrics Journal, Royal Economic Society, vol. 1(Conferenc), pages 228-266.
    9. G L Clark & M Gertler, 1985. "An Adjustment Model of Regional Production," Environment and Planning A, , vol. 17(2), pages 231-251, February.
    10. Uri, Noel D., 1995. "Estimating the U.S. demand for sugar in the presence of measurement error in the data," Journal of Policy Modeling, Elsevier, vol. 17(1), pages 59-83, February.
    11. Shapiro, Daniel & Globerman, Steven, 2003. "Foreign investment policies and capital flows in Canada: a sectoral analysis," Journal of Business Research, Elsevier, vol. 56(10), pages 779-790, October.
    12. Wansbeek, Tom & Kapteyn, Arie, 1985. "Estimation in a Linear Model with Serially Correlated Errors When Observations Are Missing," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(2), pages 469-490, June.
    13. Meguire, Philip, 1998. "Comment: Social Security and Private Savings," National Tax Journal, National Tax Association, vol. 51(n. 2), pages 339-58, June.
    14. M Webber & S Tonkin, 1990. "Profitability and Capital Accumulation in Canadian Manufacturing Industries," Environment and Planning A, , vol. 22(8), pages 1051-1071, August.
    15. Wu, Chung-Shu & Lin, Jin-Lung & Tiao, George C. & Cho, David D., 2005. "Is money demand in Taiwan stable?," Economic Modelling, Elsevier, vol. 22(2), pages 327-346, March.
    16. Cason, Timothy N. & Khan, Feisal U., 1999. "A laboratory study of voluntary public goods provision with imperfect monitoring and communication," Journal of Development Economics, Elsevier, vol. 58(2), pages 533-552, April.
    17. Luc Soete & Pari Patel, 1985. "Recherche-développement, importations de technologie et croissance économique : une tentative de comparaison internationale," Revue Économique, Programme National Persée, vol. 36(5), pages 975-1000.
    18. James G. MacKinnon, 1978. "On the Role of Jacobian Terms in Maximum Likelihood Estimation," Working Paper 304, Economics Department, Queen's University.
    19. Miner, Alan G., 1983. "The Contribution Of Research To U.S. Soybean Yields," Staff Papers 13661, University of Minnesota, Department of Applied Economics.
    20. Rankaduwa, Wimal & Rao, U. L. Gouranga & Ogwang, Tomson, 1995. "A forecasting model of the Sri Lankan economy," Economic Modelling, Elsevier, vol. 12(4), pages 343-375, October.
    21. Phillips, Robert F., 2004. "Estimation of a generalized random-effects model: some ECME algorithms and Monte Carlo evidence," Journal of Economic Dynamics and Control, Elsevier, vol. 28(9), pages 1801-1824, July.

    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:gam:jecnmx:v:9:y:2021:i:3:p:32-:d:623076. 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: MDPI Indexing Manager The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (email available below). General contact details of provider: https://www.mdpi.com .

    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.