Effect of Money Supply, Population, and Rent on Real Estate: A Clustering Analysis in Taiwan
Author
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Yang, Yang & Altschuler, Benjamin & Liang, Zhengkang & Li, Xiang (Robert), 2021. "Monitoring the global COVID-19 impact on tourism: The COVID19tourism index," Annals of Tourism Research, Elsevier, vol. 90(C).
- Xudong An & Yongheng Deng & Jeffrey D. Fisher & Maggie Rong Hu, 2016. "Commercial Real Estate Rental Index: A Dynamic Panel Data Model Estimation," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(2), pages 378-410, April.
- Akin Öztürk & Yunus Emre Kapusuz & Harun Tanrıvermiş, 2018. "The dynamics of housing affordability and housing demand analysis in Ankara," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 11(5), pages 828-851, June.
- Matthew D. Baird & Heather Schwartz & Gerald P. Hunter & Tiffany L. Gary-Webb & Bonnie Ghosh-Dastidar & Tamara Dubowitz & Wendy M. Troxel, 2020. "Does Large-Scale Neighborhood Reinvestment Work? Effects of Public–Private Real Estate Investment on Local Sales Prices, Rental Prices, and Crime Rates," Housing Policy Debate, Taylor & Francis Journals, vol. 30(2), pages 164-190, March.
- Gevorgyan, Kristine, 2019.
"Do demographic changes affect house prices?,"
Journal of Demographic Economics, Cambridge University Press, vol. 85(4), pages 305-320, December.
- Kristine GEVORGYAN, 2019. "Do Demographic Changes Affect House Prices," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 85(4), pages 305-320, December.
- Zhangmei Feng & Jiamin Zhang, 2022. "Nonparametric K-means algorithm with applications in economic and functional data," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 51(2), pages 537-551, January.
- Salvati, Luca & Ciommi, Maria Teresa & Serra, Pere & Chelli, Francesco M., 2019. "Exploring the spatial structure of housing prices under economic expansion and stagnation: The role of socio-demographic factors in metropolitan Rome, Italy," Land Use Policy, Elsevier, vol. 81(C), pages 143-152.
- Fabian Stephany & Niklas Stoehr & Philipp Darius & Leonie Neuhauser & Ole Teutloff & Fabian Braesemann, 2020. "The CoRisk-Index: A data-mining approach to identify industry-specific risk assessments related to COVID-19 in real-time," Papers 2003.12432, arXiv.org, revised Apr 2020.
- Charles Goodhart & Boris Hofmann, 2008.
"House prices, money, credit, and the macroeconomy,"
Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(1), pages 180-205, spring.
- Goodhart, Charles & Hofmann, Boris, 2008. "House Prices, Money, Credit and the Macroeconomy," Working Paper Series 888, European Central Bank.
- repec:ire:issued:v:21:n:03:2018:p:367-388 is not listed on IDEAS
- Ranoua Bouchouicha, 2012. "Linkages between real estate markets and the macroeconomy: A dynamic coherence framework," Post-Print halshs-00697157, HAL.
- Yener Coskun & Unal Seven & H. Murat Ertugrul & Ali Alp, 2020. "Housing price dynamics and bubble risk: the case of Turkey," Housing Studies, Taylor & Francis Journals, vol. 35(1), pages 50-86, January.
- Bouchouicha, Ranoua & Ftiti, Zied, 2012.
"Real estate markets and the macroeconomy: A dynamic coherence framework,"
Economic Modelling, Elsevier, vol. 29(5), pages 1820-1829.
- Ranoua Bouchouicha & Zied Ftiti, 2012. "Real estate markets and the macroeconomy : A dynamic coherence framework," Post-Print halshs-00726259, HAL.
- Ranoua Bouchouicha & Zied Ftiti, 2012. "Real estate markets and the macroeconomy: A dynamic coherence framework," Post-Print halshs-00757077, HAL.
- Yangfei Xu & Qinghua Zhang & Siqi Zheng & Guozhong Zhu, 2018. "House Age, Price and Rent: Implications from Land-Structure Decomposition," The Journal of Real Estate Finance and Economics, Springer, vol. 56(2), pages 303-324, February.
- Renigier-Biłozor, Małgorzata & Źróbek, Sabina & Walacik, Marek & Borst, Richard & Grover, Richard & d’Amato, Maurizio, 2022. "International acceptance of automated modern tools use must-have for sustainable real estate market development," Land Use Policy, Elsevier, vol. 113(C).
- Manya M. Mooya, 2016. "Real Estate Valuation Theory," Springer Books, Springer, edition 1, number 978-3-662-49164-5, December.
- Xinrui Wang & Eddie Chi-Man Hui & Jiuxia Sun, 2018. "Population Aging, Mobility, and Real Estate Price: Evidence from Cities in China," Sustainability, MDPI, vol. 10(9), pages 1-13, September.
- Dang, Chao & Chen, Xinyang & Yu, Shengjie & Chen, Rongda & Yang, Yifan, 2022. "Credit ratings of Chinese households using factor scores and K-means clustering method," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 309-320.
- Chin-Oh Chang & Shu-Mei Chen, 2018. "Dilemma of Housing Demand in Taiwan," International Real Estate Review, Global Social Science Institute, vol. 21(3), pages 397-418.
- Li, Han & Wei, Yehua Dennis & Wu, Yangyi, 2019. "Analyzing the private rental housing market in Shanghai with open data," Land Use Policy, Elsevier, vol. 85(C), pages 271-284.
- Dervis Kirikkaleli & Seyed Alireza Athari & Hasan Murat Ertugrul, 2021. "The real estate industry in Turkey: a time series analysis," The Service Industries Journal, Taylor & Francis Journals, vol. 41(5-6), pages 427-439, April.
- repec:bla:ausecr:v:40:y:2007:i:3:p:225-238 is not listed on IDEAS
- Yang, Linchuan & Chu, Xiaoling & Gou, Zhonghua & Yang, Hongtai & Lu, Yi & Huang, Wencheng, 2020. "Accessibility and proximity effects of bus rapid transit on housing prices: Heterogeneity across price quantiles and space," Journal of Transport Geography, Elsevier, vol. 88(C).
- Su, Chi-Wei & Wang, Xiao-Qing & Tao, Ran & Chang, Hsu-Ling, 2019. "Does money supply drive housing prices in China?," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 85-94.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Paoyu Huang & Chih-Te Yang & Yuhsin Chen & Yensen Ni, 2023. "A New Look on the Profitability of Fixed and Indexed Mortgage Products," Mathematics, MDPI, vol. 11(17), pages 1-16, August.
- Hang-Yuan Du & Wen-Jian Wang, 2022. "A Clustering Ensemble Framework with Integration of Data Characteristics and Structure Information: A Graph Neural Networks Approach," Mathematics, MDPI, vol. 10(11), pages 1-23, May.
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.- Ma, Qiang & Khan, Zeeshan & Chen, Fuzhong & Murshed, Muntasir & Siqun, Yang & Kirikkaleli, Dervis, 2023. "Revisiting the nexus between house pricing and money demand: Power spectrum and wavelet coherence based approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 266-274.
- Benjamin Kwakye & Chan Tze Haw, 2020. "Interplay of the Macroeconomy and Real Estate: Systematic Review of Literature," International Journal of Economics and Financial Issues, Econjournals, vol. 10(5), pages 262-271.
- Antonakakis, Nikolaos & Floros, Christos, 2016. "Dynamic interdependencies among the housing market, stock market, policy uncertainty and the macroeconomy in the United Kingdom," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 111-122.
- Zied Ftiti & Aviral Tiwari & Amél Belanès & Khaled Guesmi, 2015. "Tests of Financial Market Contagion: Evolutionary Cospectral Analysis Versus Wavelet Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 46(4), pages 575-611, December.
- Zied Ftiti & Aviral Tiwari & Ibrahim Fatnassi, 2014. "Oil price and macroeconomy in India – An evolutionary cospectral coherence approach," Working Papers 2014-68, Department of Research, Ipag Business School.
- Dayong Zhang & Qiang Ji & Wan-Li Zhao & Nicholas J Horsewood, 2021. "Regional housing price dependency in the UK: A dynamic network approach," Urban Studies, Urban Studies Journal Limited, vol. 58(5), pages 1014-1031, April.
- Ales Melecky & Daniel Paksi, 2024. "Drivers of European housing prices in the new millennium: demand, financial, and supply determinants," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(3), pages 731-753, August.
- J. Scott Davis & Kevin X. D. Huang & Ayse Sapci, 2020. "Imperfect substitution in real estate markets and the effect of housing demand on corporate investment," Vanderbilt University Department of Economics Working Papers 20-00002, Vanderbilt University Department of Economics.
- Fatnassi, Ibrahim & Slim, Chaouachi & Ftiti, Zied & Ben Maatoug, Abderrazek, 2014. "Effects of monetary policy on the REIT returns: Evidence from the United Kingdom," Research in International Business and Finance, Elsevier, vol. 32(C), pages 15-26.
- Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Floros, Christos, 2015. "Dynamic Connectedness of UK Regional Property Prices," MPRA Paper 68421, University Library of Munich, Germany.
- Su, Chi-Wei & Wang, Xiao-Qing & Tao, Ran & Chang, Hsu-Ling, 2019. "Does money supply drive housing prices in China?," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 85-94.
- Vinci, Sabato & Bartolacci, Francesca & Salvia, Rosanna & Salvati, Luca, 2022. "Housing markets, the great crisis, and metropolitan gradients: Insights from Greece, 2000–2014," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
- Tse, Chin-Bun & Rodgers, Timothy & Niklewski, Jacek, 2014. "The 2007 financial crisis and the UK residential housing market: Did the relationship between interest rates and house prices change?," Economic Modelling, Elsevier, vol. 37(C), pages 518-530.
- Nikolaos Antonakakis & Ioannis Chatziantoniou & Christos Floros & David Gabauer, 2018. "The dynamic connectedness of UK regional property returns," Urban Studies, Urban Studies Journal Limited, vol. 55(14), pages 3110-3134, November.
- Vasilios Plakandaras & Rangan Gupta & Constantinos Katrakilidis & Mark E. Wohar, 2020.
"Time-varying role of macroeconomic shocks on house prices in the US and UK: evidence from over 150 years of data,"
Empirical Economics, Springer, vol. 58(5), pages 2249-2285, May.
- Vasilios Plakandaras & Rangan Gupta & Constantinos Katrakilidis & Mark E. Wohar, 2017. "Time-Varying Role of Macroeconomic Shocks on House Prices in the US and UK: Evidence from Over 150 Years of Data," Working Papers 201765, University of Pretoria, Department of Economics.
- Chen, Y. & He, M. & Rudkin, S., 2017. "Understanding Chinese provincial real estate investment: A Global VAR perspective," Economic Modelling, Elsevier, vol. 67(C), pages 248-260.
- Christos S. Savva, 2015. "House Price Dynamics and the Reaction to Macroeconomic Changes: The Case of Cyprus," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 9(2), pages 79-90, December.
- Christos S. Savva, 2018. "Factors Affecting Housing Prices: International Evidence," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 12(2), pages 87-96, December.
- Zied Ftiti & Aviral Tiwari & Amél Belanès, 2014.
"Tests of Financial Market Contagion: Evolutionary Cospectral Analysis V.S. Wavelet Analysis,"
Working Papers
2014-62, Department of Research, Ipag Business School.
- Zied Ftiti & Aviral Tiwari & Amél Belanès & Khaled Guesmi, 2014. "Tests of Financial Market Contagion: Evolutionary Cospectral Analysis V.S. Wavelet Analysis," Working Papers 2014-577, Department of Research, Ipag Business School.
- Guiwen Liu & Jiayue Zhao & Hongjuan Wu & Taozhi Zhuang, 2022. "Spatial Pattern of the Determinants for the Private Housing Rental Prices in Highly Dense Populated Chinese Cities—Case of Chongqing," Land, MDPI, vol. 11(12), pages 1-22, December.
More about this item
Keywords
machine learning; real estate; particle swarm optimization algorithm; economy;All these keywords.
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:gam:jmathe:v:10:y:2022:i:7:p:1155-:d:786313. 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 (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.