Variation across price segments and locations: A comprehensive quantile regression analysis of the Sydney housing market
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- Sofie R. Waltl, 2019. "Variation Across Price Segments and Locations: A Comprehensive Quantile Regression Analysis of the Sydney Housing Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(3), pages 723-756, September.
References listed on IDEAS
- Case, Karl E. & Mayer, Christopher J., 1996.
"Housing price dynamics within a metropolitan area,"
Regional Science and Urban Economics, Elsevier, vol. 26(3-4), pages 387-407, June.
- Karl E. Case & Christopher J. Mayer, 1995. "Housing Price Dynamics Within a Metropolitan Area," NBER Working Papers 5182, National Bureau of Economic Research, Inc.
- Karl E. Case & Christopher J. Mayer, 1995. "Housing price dynamics within a metropolitan area," Working Papers 95-3, Federal Reserve Bank of Boston.
- Nicodemo, Catia & Raya, Josep Maria, 2012.
"Change in the distribution of house prices across Spanish cities,"
Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 739-748.
- Nicodemo, Catia & Raya, Josep M., 2012. "Change in the Distribution of House Prices across Spanish Cities," IZA Discussion Papers 6503, Institute of Labor Economics (IZA).
- Robert J. Hill & Daniel Melser, 2008. "Hedonic Imputation And The Price Index Problem: An Application To Housing," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 593-609, October.
- McMillen, Daniel P., 2008. "Changes in the distribution of house prices over time: Structural characteristics, neighborhood, or coefficients?," Journal of Urban Economics, Elsevier, vol. 64(3), pages 573-589, November.
- Kennedy, Peter E, 1981. "Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations [The Interpretation of Dummy Variables in Semilogarithmic Equations]," American Economic Review, American Economic Association, vol. 71(4), pages 801-801, September.
- N. Edward Coulson & Daniel P. McMillen, 2007. "The Dynamics of Intraurban Quantile House Price Indexes," Urban Studies, Urban Studies Journal Limited, vol. 44(8), pages 1517-1537, July.
- Ariel Pakes, 2003.
"A Reconsideration of Hedonic Price Indexes with an Application to PC's,"
American Economic Review, American Economic Association, vol. 93(5), pages 1578-1596, December.
- Ariel Pakes, 2002. "A Reconsideration of Hedonic Price Indices with an Application to PC's," NBER Working Papers 8715, National Bureau of Economic Research, Inc.
- Guerrieri, Veronica & Hartley, Daniel & Hurst, Erik, 2013.
"Endogenous gentrification and housing price dynamics,"
Journal of Public Economics, Elsevier, vol. 100(C), pages 45-60.
- Veronica Guerrieri & Daniel Hartley & Erik Hurst, 2010. "Endogenous gentrification and housing price dynamics," Working Papers (Old Series) 1008, Federal Reserve Bank of Cleveland.
- Veronica Guerrieri & Daniel Hartley & Erik Hurst, 2010. "Endogenous Gentrification and Housing Price Dynamics," NBER Working Papers 16237, National Bureau of Economic Research, Inc.
- Erik Hurst & Daniel Hartley & Veronica Guerrieri, 2011. "Endogenous Gentrification and Housing Price Dynamics," 2011 Meeting Papers 1418, Society for Economic Dynamics.
- Sofie R. Waltl, 2016.
"A hedonic house price index in continuous time,"
International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 9(4), pages 648-670, October.
- Sofie R. Waltl, 2015. "A hedonic house price index in continuous time," Graz Economics Papers 2015-04, University of Graz, Department of Economics.
- Robert J. Hill, 2013. "Hedonic Price Indexes For Residential Housing: A Survey, Evaluation And Taxonomy," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 879-914, December.
- Joachim Zietz & Emily Zietz & G. Sirmans, 2008.
"Determinants of House Prices: A Quantile Regression Approach,"
The Journal of Real Estate Finance and Economics, Springer, vol. 37(4), pages 317-333, November.
- Joachim Zietz & Emily N. Zietz & G. Stacy Sirmans., 2007. "Determinants of House Prices: A Quantile Regression Approach," Working Papers 200706, Middle Tennessee State University, Department of Economics and Finance.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Liao, Wen-Chi & Wang, Xizhu, 2012. "Hedonic house prices and spatial quantile regression," Journal of Housing Economics, Elsevier, vol. 21(1), pages 16-27.
- Stephen Mak & Lennon Choy & Winky Ho, 2010. "Quantile Regression Estimates of Hong Kong Real Estate Prices," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2461-2472, October.
- Eurostat, 2013. "Handbook on Residential Property Prices Indices," World Bank Publications - Books, The World Bank Group, number 17280, December.
- Joshua Angrist & Victor Chernozhukov & Iván Fernández-Val, 2006.
"Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure,"
Econometrica, Econometric Society, vol. 74(2), pages 539-563, March.
- Joshua Angrist & Victor Chernozhukov & Ivan Fernandez-Val, 2004. "Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure," NBER Working Papers 10428, National Bureau of Economic Research, Inc.
- López Prol, Javier & Steininger, Karl W., 2017.
"Photovoltaic self-consumption regulation in Spain: Profitability analysis and alternative regulation schemes,"
Energy Policy, Elsevier, vol. 108(C), pages 742-754.
- Javier Lopez Prol, & Karl W. Steininger, 2015. "Photovoltaic self-consumption regulation in Spain: profitability analysis and alternative regulation schemes," Graz Economics Papers 2015-07, University of Graz, Department of Economics.
- Robert J. Hill & Michael Scholz, 2014. "Incorporating Geospatial Data in House Price Indexes: A Hedonic Imputation Approach with Splines," Graz Economics Papers 2014-05, University of Graz, Department of Economics.
- Karl Farmer & Bogdan Mihaiescu, 2015. "Pension systems and financial constraints in a three-country OLG model of intra-EMU and global trade imbalances," Graz Economics Papers 2015-08, University of Graz, Department of Economics.
- Roger Koenker & Ivan Mizera, 2004. "Penalized triograms: total variation regularization for bivariate smoothing," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 66(1), pages 145-163, February.
- Deng, Yongheng & McMillen, Daniel P. & Sing, Tien Foo, 2012. "Private residential price indices in Singapore: A matching approach," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 485-494.
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- Willem P Sijp & Anastasios Panagiotelis, 2024. "Estimating granular house price distributions in the Australian market using Gaussian mixtures," Papers 2404.05178, arXiv.org.
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- Anthony Lepinteur & Sofie R. Waltl, 2020. "Tracking Owners’ Sentiments: Subjective Home Values, Expectations and House Price Dynamics," Department of Economics Working Papers wuwp299, Vienna University of Economics and Business, Department of Economics.
- Kholodilin, Konstantin A. & Limonov, Leonid E. & Waltl, Sofie R., 2021.
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- Kholodilin, Konstantin A. & Limonov, Leonid E. & Waltl, Sofie R., 2021. "Housing rent dynamics and rent regulation in St. Petersburg (1880–1917)," Explorations in Economic History, Elsevier, vol. 81(C).
- Konstantin A. Kholodilin & Leonid E. Limonov & Sofie R. Waltl, 2019. "Housing Rent Dynamics and Rent Regulation in St. Petersburg (1880-1917)," Department of Economics Working Papers wuwp279, Vienna University of Economics and Business, Department of Economics.
- Limonov, Leonid E. & Kholodilin, Konstantin A. & Waltl, Sofie R., 2019. "Housing Rent Dynamics and Rent Regulation in St. Petersburg (1880-1917)," Department of Economics Working Paper Series 279, WU Vienna University of Economics and Business.
- Konstantin A. Kholodilin & Leonid Limonov & Sofie R. Waltl, 2019. "Housing Rent Dynamics and Rent Regulation in St. Petersburg (1880-1917)," Discussion Papers of DIW Berlin 1780, DIW Berlin, German Institute for Economic Research.
- Konstantin A. Kholodilin & Leonid E. Limonov & Sofie R. Waltl, 2019. "Housing Rent Dynamics and Rent Regulation in St. Petersburg (1880-1917)," HSE Working papers WP BRP 213/EC/2019, National Research University Higher School of Economics.
- KHOLODILIN Konstantin A. & LIMONOV Leonid E. & WALTL Sofie R., 2019. "Housing Rent Dynamics and Rent Regulation in St. Petersburg (1880-1917)," LISER Working Paper Series 2019-03, Luxembourg Institute of Socio-Economic Research (LISER).
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- Hill, Robert J. & Steurer, Miriam & Waltl, Sofie R., 2019. "Owner Occupied Housing in the CPI and its Impact on Monetary Policy during Housing Booms and Busts," Department of Economics Working Paper Series 285, WU Vienna University of Economics and Business.
- Robert J. Hill & Miriam Steurer & Sofie R. Waltl, 2019. "Owner Occupied Housing in the CPI and its Impact on Monetary Policy during Housing Booms and Busts," Department of Economics Working Papers wuwp285, Vienna University of Economics and Business, Department of Economics.
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- Wilhelmsson, Mats, 2019. "Energy Performance certificates and its capitalization in housing values in Sweden," Working Paper Series 19/3, Royal Institute of Technology, Department of Real Estate and Construction Management & Banking and Finance.
- McMillen, Daniel & Shimizu, Chihiro, 2017. "Decompositions of Spatially Varying Quantile Distribution Estimates: The Rise and Fall of Tokyo House Prices," HIT-REFINED Working Paper Series 74, Institute of Economic Research, Hitotsubashi University.
- Florian Gauer & Christoph Kuzmics, 2020.
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- Florian Gauer & Christoph Kuzmics, 2016. "Cognitive Empathy in Conflict Situations," Graz Economics Papers 2016-02, University of Graz, Department of Economics.
- Antonio Nesticò & Marianna La Marca, 2020. "Urban Real Estate Values and Ecosystem Disservices: An Estimate Model Based on Regression Analysis," Sustainability, MDPI, vol. 12(16), pages 1-15, August.
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More about this item
Keywords
House price indexes; Hedonic indexes; Time-dummy method; Imputation method; Quantile regression;All these keywords.
JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
- R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
NEP fields
This paper has been announced in the following NEP Reports:- NEP-URE-2015-12-20 (Urban and Real Estate Economics)
Statistics
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