IDEAS home Printed from https://ideas.repec.org/a/taf/jpropr/v20y2003i3p235-260.html
   My bibliography  Save this article

A comparison of alternative rental forecasting models: empirical tests on the London office market

Author

Listed:
  • Simon Stevenson
  • Oliver McGarth

Abstract

The study examines four alternative rental forecasting models in the context of the London office market. The forecasting ability of an ARIMA model, a Bayesian Vector Autoregression approach, an OLS based single equation model and a simultaneous equation model are compared and contrasted. The models are estimated using the CB Hillier Parker London Office index over the period 1977- 1996, with out-of-sample testing undertaken on the following three years of data. Diagnostic testing is also conducted on the alternative models. The findings reveal that the Bayesian VAR model produces the best forecasts, while the ARIMA model fails to pick up on the large uptake in rental values during the testing period.

Suggested Citation

  • Simon Stevenson & Oliver McGarth, 2003. "A comparison of alternative rental forecasting models: empirical tests on the London office market," Journal of Property Research, Taylor & Francis Journals, vol. 20(3), pages 235-260, January.
    • Handle: RePEc:taf:jpropr:v:20:y:2003:i:3:p:235-260
    DOI: 10.1080/0959991032000162338
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/0959991032000162338
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/0959991032000162338?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119, Decembrie.
    Full references (including those not matched with items on IDEAS)

    Citations

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


    Cited by:

    1. Simon Stevenson & James Young, "undated". "Capital Market Expectations and the London Office Market," Real Estate & Planning Working Papers rep-wp2011-09, Henley Business School, University of Reading.
    2. John Henneberry & Tony McGough & Fotis Mouzakis, 2005. "The Impact of Planning on Local Business Rents," Urban Studies, Urban Studies Journal Limited, vol. 42(3), pages 471-502, March.
    3. Arvydas Jadevicius & Brian Sloan & Andrew Brown, 2013. "Property Market Modelling and Forecasting: A Case for Simplicity," ERES eres2013_10, European Real Estate Society (ERES).
    4. Dimitrios Papastamos & George Matysiak & Simon Stevenson, 2014. "A Comparative Analysis of the Accuracy and Uncertainty in Real Estate and Macroeconomic Forecasts," Real Estate & Planning Working Papers rep-wp2014-06, Henley Business School, University of Reading.
    5. Arvydas Jadevicius & Brian Sloan & Andrew Brown, 2012. "Examination of property forecasting models - accuracy and its improvement through combination forecasting," ERES eres2012_082, European Real Estate Society (ERES).

    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. Hillebrand, Eric & Schnabl, Gunther & Ulu, Yasemin, 2009. "Japanese foreign exchange intervention and the yen-to-dollar exchange rate: A simultaneous equations approach using realized volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(3), pages 490-505, July.
    2. Giuseppe Croce & Emanuela Ghignoni, 2011. "Overeducation and spatial flexibility in Italian local labour markets," Working Papers in Public Economics 145, University of Rome La Sapienza, Department of Economics and Law.
    3. Darrian Collins & Clem Tisdell, 2004. "Outbound Business Travel Depends on Business Returns: Australian Evidence," Australian Economic Papers, Wiley Blackwell, vol. 43(2), pages 192-207, June.
    4. Jongeneel, Roelof A. & Ge, Lan, 2005. "Explaining Growth in Dutch Agriculture: Prices, Public R&D, and Technological Change," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24573, European Association of Agricultural Economists.
    5. Barnett, William A. & Serletis, Apostolos, 2008. "Consumer preferences and demand systems," Journal of Econometrics, Elsevier, vol. 147(2), pages 210-224, December.
    6. Hany Eldemerdash & Hugh Metcalf & Sara Maioli, 2014. "Twin deficits: new evidence from a developing (oil vs. non-oil) countries’ perspective," Empirical Economics, Springer, vol. 47(3), pages 825-851, November.
    7. Rao, Surekha & Ghali, Moheb & Krieg, John, 2008. "On the J-test for nonnested hypotheses and Bayesian extension," MPRA Paper 14637, University Library of Munich, Germany.
    8. Schimmelpfennig, Axel, 1998. "The celtic tiger faces the factor price frontier: Labour market adjustment in Ireland," Kiel Working Papers 855, Kiel Institute for the World Economy (IfW Kiel).
    9. Saul Lach & Mark Schankerman, 2008. "Incentives and invention in universities," RAND Journal of Economics, RAND Corporation, vol. 39(2), pages 403-433, June.
    10. Maria Iacovou, 2002. "Class Size in the Early Years: Is Smaller Really Better?," Education Economics, Taylor & Francis Journals, vol. 10(3), pages 261-290.
    11. Maarten A. Allers & Corine Hoeben, 2010. "Effects of Unit-Based Garbage Pricing: A Differences-in-Differences Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(3), pages 405-428, March.
    12. C. Lanier Benkard, 2000. "Learning and Forgetting: The Dynamics of Aircraft Production," American Economic Review, American Economic Association, vol. 90(4), pages 1034-1054, September.
    13. Bergman, Mats A. & Johansson, Per & Bergman, M.A., 2002. "Large investments in the pulp and paper industry: a count data regression analysis," Journal of Forest Economics, Elsevier, vol. 8(1), pages 29-52.
    14. Hongbin Li & Mark Rosenzweig & Junsen Zhang, 2010. "Altruism, Favoritism, and Guilt in the Allocation of Family Resources: Sophie's Choice in Mao's Mass Send-Down Movement," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 1-38, February.
    15. Marco Alfò & Lorenzo Carbonari & Giovanni Trovato, 2020. "On the Effects of Taxation on Growth: an Empirical Assessment," CEIS Research Paper 480, Tor Vergata University, CEIS, revised 08 May 2020.
    16. Ongo Nkoa, Bruno Emmanuel & Song, Jacques Simon, 2020. "Does institutional quality affect financial inclusion in Africa? A panel data analysis," Economic Systems, Elsevier, vol. 44(4).
    17. de Lima, Pedro J. F., 1997. "On the robustness of nonlinearity tests to moment condition failure," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 251-280.
    18. Kapteyn, Arie & Kleinjans, Kristin J. & van Soest, Arthur, 2009. "Intertemporal consumption with directly measured welfare functions and subjective expectations," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 425-437, October.
    19. repec:ebl:ecbull:v:3:y:2008:i:5:p:1-7 is not listed on IDEAS
    20. Dongying Du & Xiaojian Tang & Huaiming Wang & Joseph H. Zhang & Stephanie Tsui & Dongjie Lin, 2022. "CEO organizational identification and corporate innovation investment," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 4185-4217, September.
    21. Eckhard Hein & Christian Schoder, 2011. "Interest rates, distribution and capital accumulation -- A post-Kaleckian perspective on the US and Germany," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(6), pages 693-723, November.

    More about this item

    JEL classification:

    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

    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:taf:jpropr:v:20:y:2003:i:3:p:235-260. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RJPR20 .

    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.