IDEAS home Printed from https://ideas.repec.org/a/pes/ieroec/v6y2015i4p139-157.html
   My bibliography  Save this article

Optimization Of The Variables Selection In The Process Of Real Estate Markets Rating

Author

Listed:
  • Malgorzata Renigier-Bilozor

    (University of Warmia and Mazury in Olsztyn)

  • Andrzej Bilozor

    (University of Warmia and Mazury in Olsztyn)

Abstract

The growing significance of the real estate market prompts investors to search for factors and variables which support cohesive analyses of real estate markets, market comparisons based on diverse criteria and determination of market potential. The specificity of the real estate market is determined by the unique attributes of property. The Authors assume that developing real estate market ratings identifies the types of information and factors which affect decision-making on real estate markets. The main objective of real estate market ratings is to create a universal and standardized classification system for evaluating the real estate market. One of the most important problems in this area is collecting appropriate features of real estate market and development dataset. The main problem involves the selection and application of appropriate features, which would be relevant to the specificity of information related to the real estate market and create a kind of coherent system aiding the decision-making process. The main aim of this study is the optimization of set of variables that were used to develop the real estate market ratings. For this purpose, Hellwig’s method of integral capacity of information was applied. In this particular case, the method shows what set of variables provides information most sufficiently. The results lead to obtaining the necessary set of features that constitute essential information which describes the situation on the local real estate market.

Suggested Citation

  • Malgorzata Renigier-Bilozor & Andrzej Bilozor, 2015. "Optimization Of The Variables Selection In The Process Of Real Estate Markets Rating," Oeconomia Copernicana, Institute of Economic Research, vol. 6(4), pages 139-157, December.
    • Handle: RePEc:pes:ieroec:v:6:y:2015:i:4:p:139-157
    DOI: 10.12775/OeC.2015.033
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.12775/OeC.2015.033
    Download Restriction: no
    File URL: https://libkey.io/10.12775/OeC.2015.033?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
    ---><---

    References listed on IDEAS

    as
    1. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    2. Karl E. Case, 2000. "Real Estate and Macroeconomy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(2), pages 119-162.
    3. Case, Karl E & Shiller, Robert J, 1989. "The Efficiency of the Market for Single-Family Homes," American Economic Review, American Economic Association, vol. 79(1), pages 125-137, March.
    4. Eli Beracha & Hilla Skiba, 2011. "Momentum in Residential Real Estate," The Journal of Real Estate Finance and Economics, Springer, vol. 43(3), pages 299-320, October.
    5. Karl E. Case & Robert J. Shiller, 1990. "Forecasting Prices and Excess Returns in the Housing Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(3), pages 253-273, September.
    6. David Collett & Colin Lizieri & Charles Ward, 2003. "Timing and the Holding Periods of Institutional Real Estate," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(2), pages 205-222, June.
    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. Andrzej Biłozor & Iwona Cieślak, 2021. "Review of Experience in Recent Studies on the Dynamics of Land Urbanisation," Land, MDPI, vol. 10(11), pages 1-27, October.
    2. Andrzej Biłozor & Szymon Czyża & Tomasz Bajerowski, 2019. "Identification and Location of a Transitional Zone between an Urban and a Rural Area Using Fuzzy Set Theory, CLC, and HRL Data," Sustainability, MDPI, vol. 11(24), pages 1-20, December.

    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. Gunther Maier & Shanaka Herath, 2009. "Real Estate Market Efficiency: A Survey of Literature," SRE-Disc sre-disc-2009_07, Institute for Multilevel Governance and Development, Department of Socioeconomics, Vienna University of Economics and Business.
    2. Damian S. Damianov & Diego Escobari, 2021. "Getting on and Moving Up the Property Ladder: Real Hedging in the U.S. Housing Market Before and After the Crisis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(4), pages 1201-1237, December.
    3. Luis A. Gil-Alana & Rangan Gupta & Fernando Perez de Gracia, 2016. "Persistence, mean reversion and non-linearities in the US housing prices over 1830--2013," Applied Economics, Taylor & Francis Journals, vol. 48(34), pages 3244-3252, July.
    4. Elias Oikarinen & Janne Engblom, 2012. "Regional differences in housing price dynamics: panel data evidence," ERES eres2012_059, European Real Estate Society (ERES).
    5. Ramya Rajajagadeesan Aroul & Sanjiv Sabherwal & Sergiy Saydometov, 2022. "FEAR Index, city characteristics, and housing returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(1), pages 173-205, March.
    6. Damianov, Damian S & Escobari, Diego, 2015. "Long-Run Equilibrium Shift and Short-Run Dynamics of U.S. Home Price Tiers during the Housing Bubble," MPRA Paper 65765, University Library of Munich, Germany.
    7. Eli Beracha & Hilla Skiba, 2013. "Findings from a Cross-Sectional Housing Risk-Factor Model," The Journal of Real Estate Finance and Economics, Springer, vol. 47(2), pages 289-309, August.
    8. Renigier-Biłozor Małgorzata & Biłozor Andrzej, 2016. "Information Capacity Database in the Rating Model on the Basis of Polish and Italian Real Estate Markets," Real Estate Management and Valuation, Sciendo, vol. 24(3), pages 40-51, September.
    9. Elias Oikarinen & Janne Engblom, 2016. "Differences in housing price dynamics across cities: A comparison of different panel model specifications," Urban Studies, Urban Studies Journal Limited, vol. 53(11), pages 2312-2329, August.
    10. Jason Allen & Robert Amano & David P. Byrne & Allan W. Gregory, 2009. "Canadian city housing prices and urban market segmentation," Canadian Journal of Economics, Canadian Economics Association, vol. 42(3), pages 1132-1149, August.
    11. Ayuso, Juan & Restoy, Fernando, 2007. "House prices and rents in Spain: Does the discount factor matter?," Journal of Housing Economics, Elsevier, vol. 16(3-4), pages 291-308, November.
    12. Hjalmarsson, Erik & Hjalmarsson, Randi, 2006. "Efficiency In Housing Markets: Do Home Buyers Know How To Discount?," Working Papers in Economics 232, University of Gothenburg, Department of Economics.
    13. Karl E Case & John M Quigley & Robert J Shiller, 2003. "Home-buyers, Housing and the Macroeconomy," RBA Annual Conference Volume (Discontinued), in: Anthony Richards & Tim Robinson (ed.),Asset Prices and Monetary Policy, Reserve Bank of Australia.
    14. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, November.
    15. Daniel Melser & Robert J. Hill, 2019. "Residential Real Estate, Risk, Return and Diversification: Some Empirical Evidence," The Journal of Real Estate Finance and Economics, Springer, vol. 59(1), pages 111-146, July.
    16. Karl Case & John Cotter & Stuart Gabriel, 2010. "Housing Risk and Return: Evidence From a Housing Asset-Pricing Model," Working Papers 201005, Geary Institute, University College Dublin.
    17. Andrew Ang & Dimitris Papanikolaou & Mark M. Westerfield, 2014. "Portfolio Choice with Illiquid Assets," Management Science, INFORMS, vol. 60(11), pages 2737-2761, November.
    18. Charles Leung, 2007. "Equilibrium Correlations of Asset Price and Return," The Journal of Real Estate Finance and Economics, Springer, vol. 34(2), pages 233-256, February.
    19. Baltagi, Badi H. & Li, Jing, 2015. "Cointegration of matched home purchases and rental price indexes — Evidence from Singapore," Regional Science and Urban Economics, Elsevier, vol. 55(C), pages 80-88.
    20. Muellbauer, John & Murphy, Anthony & Duca, John V, 2011. "Shifting Credit Standards and the Boom and Bust in US House Prices," CEPR Discussion Papers 8361, C.E.P.R. Discussion Papers.

    More about this item

    Keywords

    real estate market rating; optimization of the variables selection; Hellwig’s method;
    All these keywords.

    JEL classification:

    • B16 - Schools of Economic Thought and Methodology - - History of Economic Thought through 1925 - - - Quantitative and Mathematical

    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:pes:ieroec:v:6:y:2015:i:4:p:139-157. 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: Adam P. Balcerzak (email available below). General contact details of provider: https://edirc.repec.org/data/ibgtopl.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.