The Use of Artificial Neural Networks (ANN) in Forecasting Housing Prices in Ankara, Turkey
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Chihiro Shimizu & Koji Karato & Kiyohiko Nishimura, 2014. "Nonlinearity of housing price structure," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 7(4), pages 459-488, September.
- Piazzesi, Monika & Schneider, Martin & Tuzel, Selale, 2007.
"Housing, consumption and asset pricing,"
Journal of Financial Economics, Elsevier, vol. 83(3), pages 531-569, March.
- Monika Piazzesi & Martin Schneider & Selale Tuzel, 2004. "Housing, Consumption and Asset Pricing," 2004 Meeting Papers 357c, Society for Economic Dynamics.
- Monika Piazzesi & Martin Schneider & Selale Tuzel, 2006. "Housing, Consumption, and Asset Pricing," NBER Working Papers 12036, National Bureau of Economic Research, Inc.
- Chen, Zhuo & Cho, Seong-Hoon & Poudyal, Neelam C. & Roberts, Roland K., 2007. "Forecasting Housing Prices under Different Submarket Assumptions," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon 9689, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- William A. Rabiega & Ta-Win Lin & Linda M. Robinson, 1984. "The Property Value Impacts of Public Housing Projects in Low and Moderate Density Residential Neighborhoods," Land Economics, University of Wisconsin Press, vol. 60(2), pages 174-179.
- Asli Yuksel, 2016. "The relationship between stock and real estate prices in Turkey : Evidence around the global financial crisis," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 16(1), pages 33-40.
- Stevenson, Simon, 2004. "New empirical evidence on heteroscedasticity in hedonic housing models," Journal of Housing Economics, Elsevier, vol. 13(2), pages 136-153, June.
- Omur Tosun, 2012. "Using data envelopment analysis-neural network model to evaluate hospital efficiency," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 9(2), pages 245-257.
- Brown, James N & Rosen, Harvey S, 1982.
"On the Estimation of Structural Hedonic Price Models,"
Econometrica, Econometric Society, vol. 50(3), pages 765-768, May.
- James N. Brown & Harvey S. Rosen, 1982. "On the Estimation of Structural Hedonic Price Models," NBER Technical Working Papers 0018, National Bureau of Economic Research, Inc.
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.- Korhan Gokmenoglu & Siamand Hesami, 2019. "Real estate prices and stock market in Germany: analysis based on hedonic price index," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 12(4), pages 687-707, April.
- Muriel Travers & Abdelhak Nassiri & Gildas Appéré & François Bonnieux, 2008.
"Évaluation des bénéfices environnementaux par la méthode des prix hédonistes : une application au cas du littoral,"
Economie & Prévision, La Documentation Française, vol. 0(4), pages 47-62.
- François Bonnieux & Gildas Appéré & Abdelhak Nassiri & Muriel Travers, 2008. "Évaluation des bénéfices environnementaux par la méthode des prix hédonistes : une application au cas du littoral," Économie et Prévision, Programme National Persée, vol. 185(4), pages 47-62.
- Quan Gan & Robert J. Hill, 2008. "A New Perspective on the Relationship Between House Prices and Income," Discussion Papers 2008-13, School of Economics, The University of New South Wales.
- Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015.
"The Housing Market Impacts of Shale Gas Development,"
American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
- Muehlenbachs, Lucija & Spiller, Elisheba & Timmins, Christopher, "undated". "The Housing Market Impacts of Shale Gas Development," RFF Working Paper Series dp-13-39-rev, Resources for the Future.
- Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2014. "The Housing Market Impacts of Shale Gas Development," NBER Working Papers 19796, National Bureau of Economic Research, Inc.
- Muehlenbachs, Lucia Anna & Spiller, Elisheba & Timmins, Christopher, 2013. "The Housing Market Impacts of Shale Gas Development," RFF Working Paper Series dp-13-39-rev2, Resources for the Future.
- Muehlenbachs, Lucija & Spiller, Elisheba & Timmins, Christopher, 2013. "The Housing Market Impacts of Shale Gas Development," RFF Working Paper Series dp-13-39, Resources for the Future.
- Park, Donghyun & Xiao, Qin, 2009. "Housing Prices and the Role of Speculation: The Case of Seoul," ADB Economics Working Paper Series 146, Asian Development Bank.
- Brasington, D. M., 2003. "The supply of public school quality," Economics of Education Review, Elsevier, vol. 22(4), pages 367-377, August.
- Aydilek, Asiye, 2016. "The allocation of time and puzzling profiles of the elderly," Economic Modelling, Elsevier, vol. 53(C), pages 515-526.
- David M. Brasington & Diane Hite, 2005. "Demand for Environmental Quality: A Spatial Hedonic Approach," Departmental Working Papers 2005-08, Department of Economics, Louisiana State University.
- Fève, Frédérique & Fève, Patrick & Florens, Jean-Pierre, 2002. "Attribute Choices and Structural Econometrics of Price Elasticity of Demand," IDEI Working Papers 155, Institut d'Économie Industrielle (IDEI), Toulouse, revised 2003.
- Hertrich Markus, 2019.
"A Novel Housing Price Misalignment Indicator for Germany,"
German Economic Review, De Gruyter, vol. 20(4), pages 759-794, December.
- Markus Hertrich, 2019. "A Novel Housing Price Misalignment Indicator for Germany," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 759-794, November.
- Hertrich, Markus, 2019. "A novel housing price misalignment indicator for Germany," Discussion Papers 31/2019, Deutsche Bundesbank.
- In Ho Song, 2013. "House Prices and Monetary Policy: Focus on The Elasticity of Intra-Temporal Substitution between Housing and Consumption," 2013 Meeting Papers 747, Society for Economic Dynamics.
- Ay, Jean-Sauveur & Le Gallo, Julie, 2021.
"The Signaling Values of Nested Wine Names,"
Working Papers
321851, American Association of Wine Economists.
- Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
- Kilmer, Richard L. & Armbruster, Walter J., 1984. "Methods For Evaluating Economic Efficiency In Agricultural Marketing," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 16(1), pages 1-9, July.
- Matthew Rognlie & Andrei Shleifer & Alp Simsek, 2018.
"Investment Hangover and the Great Recession,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 10(2), pages 113-153, April.
- Matthew Rognlie & Andrei Shleifer & Alp Simsek, 2014. "Investment Hangover and the Great Recession," Working Paper 203866, Harvard University OpenScholar.
- Andrei Shleifer & Alp Simsek & Matthew Rognlie, 2015. "Investment Hangover and the Great Recession," 2015 Meeting Papers 1171, Society for Economic Dynamics.
- Matthew Rognlie & Andrei Shleifer & Alp Simsek, 2014. "Investment Hangover and the Great Recession," NBER Working Papers 20569, National Bureau of Economic Research, Inc.
- Bansal, Ravi & Miller, Shane & Song, Dongho & Yaron, Amir, 2021.
"The term structure of equity risk premia,"
Journal of Financial Economics, Elsevier, vol. 142(3), pages 1209-1228.
- Ravi Bansal & Shane Miller & Dongho Song & Amir Yaron, 2019. "The Term Structure of Equity Risk Premia," NBER Working Papers 25690, National Bureau of Economic Research, Inc.
- Sunil S. Poshakwale & Pankaj Chandorkar, 2019. "The Impact of Aggregate and Disaggregate Consumption Shocks on the Equity Risk Premium in the United Kingdom," Annals of Economics and Finance, Society for AEF, vol. 20(2), pages 489-524, November.
- Souza, Thiago de Oliveira, 2020. "Dollar carry timing," Discussion Papers on Economics 10/2020, University of Southern Denmark, Department of Economics.
- Bekaert, Geert & Engstrom, Eric & Grenadier, Steven R., 2010.
"Stock and bond returns with Moody Investors,"
Journal of Empirical Finance, Elsevier, vol. 17(5), pages 867-894, December.
- Bekaert, Geert & Engstrom, Eric & Grenadier, Steve, 2004. "Stock and Bond Returns with Moody Investors," CEPR Discussion Papers 4501, C.E.P.R. Discussion Papers.
- Bekaert, Geert & Engstrom, Eric & Grenadier, Steve, 2006. "Stock and Bond Returns with Moody Investors," CEPR Discussion Papers 5951, C.E.P.R. Discussion Papers.
- Geert Bekaert & Eric Engstrom & Steven R. Grenadier, 2006. "Stock and Bond Returns with Moody Investors," NBER Working Papers 12247, National Bureau of Economic Research, Inc.
- repec:spo:wpmain:info:hdl:2441/vbu6kd1s68o6r34k5bcm3iopv is not listed on IDEAS
- Charles Ka Yui Leung & Joe Cho Yiu Ng & Edward Tang, 2020.
"Why is the Hong Kong Housing Market Unaffordable? Some Stylized Facts and Estimations,"
Globalization Institute Working Papers
380, Federal Reserve Bank of Dallas.
- Charles Ka Yui Leung & Joe Cho Yiu Ng & Edward Chi Ho Tang, 2020. "Why is the Hong Kong housing market unaffordable? Some stylized facts and estimations," ISER Discussion Paper 1081, Institute of Social and Economic Research, Osaka University.
- Munechika Katayama & Kwang Hwan Kim, 2018.
"Intersectoral Labor Immobility, Sectoral Comovement, and News Shocks,"
Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(1), pages 77-114, February.
- Munechika Katayama & Kwang Hwan Kim, 2015. "Inter-sectoral Labor Immobility, Sectoral Co-movement, and News Shocks," Discussion papers e-15-011, Graduate School of Economics , Kyoto University.
More about this item
Keywords
Housing; artificial neural networks; forecasting; prices; Turkey;All these keywords.
JEL classification:
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
- D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
- R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
Statistics
Access and download statisticsCorrections
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:sgm:jmcbem:v:1:i:5:y:2017:p:4-14. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/somuwpl.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.