An Investigation on Real Estate Market Dynamics and Bubble Formation Modeling

Ahearne, A. G., Ammer, J., Doyle, B. M., Kole, L. S., & Martin, R. F. (2005, September). House Prices and Monetary Policy: A Cross-Country Study. Board of Governors of the Federal Reserve System. https://www.federalreserve.gov/econres/ifdp/house-prices-and-monetary-policy-a-cross-country-study.htm Search in Google Scholar

Akinsomi, O. (2021), “How resilient are REITs to a pandemic? The COVID-19 effect”, Journal of Property Investment & Finance, Vol. 39 No. 1, pp. 19-24. https://doi.org/10.1108/JPIF-06-2020-0065 Search in Google Scholar

Anderson, K., Brooks, C., & Tsolacos, S. (2011). Testing for Periodically Collapsing Rational Speculative Bubbles in U.S. REITs. The Journal of Real Estate Portfolio Management, 17(3), 227–242. http://www.jstor.org/stable/24884606 Search in Google Scholar

André, C., Caraiani, P., Călin, A. C., & Gupta, R. (2022). Can monetary policy lean against housing bubbles? Economic Modelling, 110, 105801. https://doi.org/10.1016/j.econmod.2022.105801 Search in Google Scholar

Antonakakis, N., & Floros, C. (2016). Dynamic interdependencies among the housing market, stock market, policy uncertainty and the macroeconomy in the United Kingdom. International Review of Financial Analysis, 44, 111–122. https://doi.org/10.1016/j.irfa.2016.01.006 Search in Google Scholar

Antonakakis, N., André, C., & Gupta, R. (2016). Dynamic Spillovers in the United States: Stock Market, Housing, Uncertainty, and the Macroeconomy. Southern Economic Journal, 83(2), 609–624. https://doi.org/10.1002/soej.12149 Search in Google Scholar

Anundsen, A. K. (2015). Econometric Regime Shifts and the US Subprime Bubble. Journal of Applied Econometrics, 30(1), 145–169. https://doi.org/10.1002/jae.2367 Search in Google Scholar

Beracha, E., & Johnson, K. H. (2012). Lessons from Over 30 Years of Buy versus Rent Decisions: Is the American Dream Always Wise? Real Estate Economics, 40(2), 217–247. https://doi.org/10.1111/j.1540-6229.2011.00321.x Search in Google Scholar

Bernanke, Ben S. “Monetary Policy and the Housing Bubble.” - Speech by Ben S Bernanke, Chairman of the Board of Governors of the Federal Reserve System, at the Annual Meeting of the American Economic Association, Atlanta, Georgia, 3 January 2010. https://www.bis.org/review/r100113a.pdf Search in Google Scholar

Bjørnland, H. C., & Jacobsen, D. H. (2010). The role of house prices in the monetary policy transmission mechanism in small open economies. Journal of Financial Stability, 6(4), 218–229. https://doi.org/10.1016/j.jfs.2010.02.001 Search in Google Scholar

Caraiani, P., & Călin, A. C. (2019). Housing markets, monetary policy, and the international co‐movement of housing bubbles. Review of International Economics, 28(2), 365–375. https://doi.org/10.1111/roie.12454 Search in Google Scholar

Caraiani, P., Călin, A. C., & Gupta, R. (2019). Monetary policy and bubbles in US REITs. International Review of Finance, 21(2), 675–687. https://doi.org/10.1111/irfi.12284 Search in Google Scholar

Carlos Hatchondo, J., Martinez, L., & Sánchez, J. M. (2015). Mortgage defaults. Journal of Monetary Economics, 76, 173–190. https://doi.org/10.1016/j.jmoneco.2015.09.011 Search in Google Scholar

Case, K. E., & Shiller R. J. (2003). Is there a Bubble in the Housing Market? Brookings Papers on Economic Activity, 2003, 299-342. https://doi.org/10.1353/eca.2004.0004 Search in Google Scholar

Case, K. E., Quigley, J. M., & Shiller, R. J. (2005). Comparing Wealth Effects: The Stock Market versus the Housing Market. Topics in Macroeconomics, 5(1). https://doi.org/10.2202/1534-6013.1235 Search in Google Scholar

Catte, P., Girouard, N., Price, R., & André, C. (2005), “The Contribution of Housing Markets to Cyclical Resilience”, OECD Economic Studies, vol. 2004/1. https://doi.org/10.1787/eco_studies-v2004-art6-en. Search in Google Scholar

Chambers, M., Garriga, C., & Schlagenhauf, D. E. (2009). ACCOUNTING FOR CHANGES IN THE HOMEOWNERSHIP RATE. International Economic Review, 50(3), 677–726. https://doi.org/10.1111/j.1468-2354.2009.00544.x Search in Google Scholar

Chau, K. W., & Wong, S. K. (2015). Information Asymmetry and the Rent and Vacancy Rate Dynamics in the Office Market. The Journal of Real Estate Finance and Economics, 53(2), 162–183. https://doi.org/10.1007/s11146-015-9510-7 Search in Google Scholar

Clayton, J. (1996). Rational Expectations, Market Fundamentals and Housing Price Volatility. Real Estate Economics, 24(4), 441–470. https://doi.org/10.1111/1540-6229.00699 Search in Google Scholar

Conover, M., Swint, H., & Sirmans, G. (2002) Diversification Benefits from Foreign Real Estate Investments. Journal of Real Estate Portfolio Management 8, no. 1, 17-25. https://doi.org/10.1080/10835547.2002.12089652 Search in Google Scholar

Crosby, N., Devaney, S. and Nanda, A. (2016) (2016) Which Factors Drive Rental Depreciation Rates for Office and Industrial Properties?, Journal of Real Estate Research, 38:3, 359-392, https://doi.org/10.1080/10835547.2016.12091448 Search in Google Scholar

D’Lima, W., Lopez, L. A., & Pradhan, A. (2022). COVID‐19 and housing market effects: Evidence from U.S. shutdown orders. Real Estate Economics, 50(2), 303–339. https://doi.org/10.1111/1540-6229.12368 Search in Google Scholar

Davis, M. A., & Heathcote, J. (2005). HOUSING AND THE BUSINESS CYCLE*. International Economic Review, 46(3), 751–784. https://doi.org/10.1111/j.1468-2354.2005.00345.x Search in Google Scholar

de Bandt, O., Barhoumi, K., & Bruneau, C. (2010). The International Transmission of House Price Shocks. Housing Markets in Europe, 129–158. https://doi.org/10.1007/978-3-642-15340-2_7 Search in Google Scholar

Diba, B. T., & Grossman, H. I. (1988). Explosive Rational Bubbles in Stock Prices? The American Economic Review, 78(3), 520–530. http://www.jstor.org/stable/1809149 Search in Google Scholar

Eichholtz, P. M. A., & Hartzell, D. J. (1996). Property shares, appraisals and the stock market: An international perspective. The Journal of Real Estate Finance and Economics, 12(2), 163–178. https://doi.org/10.1007/bf00132265 Search in Google Scholar

Engsted, T., Hviid, S. J., & Pedersen, T. Q. (2016). Explosive bubbles in house prices? Evidence from the OECD countries. Journal of International Financial Markets, Institutions and Money, 40, 14–25. https://doi.org/10.1016/j.intfin.2015.07.006 Search in Google Scholar

Escobari, D., & Jafarinejad, M. (2016). Date stamping bubbles in Real Estate Investment Trusts. The Quarterly Review of Economics and Finance, 60, 224–230. https://doi.org/10.1016/j.qref.2015.10.003 Search in Google Scholar

Esparcia, C., Jareño, F., & Umar, Z. (2022). Revisiting the safe haven role of Gold across time and frequencies during the COVID-19 pandemic. The North American Journal of Economics and Finance, 61, 101677. https://doi.org/10.1016/j.najef.2022.101677 Search in Google Scholar

Evans, G. W. (1991). Pitfalls in Testing for Explosive Bubbles in Asset Prices. The American Economic Review, 81(4), 922–930. Search in Google Scholar

Fabozzi, F. J., & Xiao, K. (2018). The Timeline Estimation of Bubbles: The Case of Real Estate. Real Estate Economics, 47(2), 564–594. https://doi.org/10.1111/1540-6229.12246 Search in Google Scholar

Fama, E. (1970) Efficient Capital Markets: A Review of Theory and Empirical Work. Journal of Finance, 25, 383-417. http://dx.doi.org/10.2307/2325486 Search in Google Scholar

Fugazza, C., Guidolin, M., & Nicodano, G. (2009). Time and Risk Diversification in Real Estate Investments: Assessing the Ex Post Economic Value. Real Estate Economics, 37(3), 341–381. https://doi.org/10.1111/j.1540-6229.2009.00245.x Search in Google Scholar

Glaeser, E. L., Kolko, J., & Saiz, A. (2001). Consumer city. Journal of Economic Geography, 1(1), 27–50. https://doi.org/10.1093/jeg/1.1.27 Search in Google Scholar

Hiebert, P., & Sydow, M. (2011). What drives returns to euro area housing? Evidence from a dynamic dividend–discount model. Journal of Urban Economics, 70(2-3), 88–98. https://doi.org/10.1016/j.jue.2011.03.001 Search in Google Scholar

Himmelberg, C., Mayer, C., & Sinai, T. (2005). Assessing High House Prices: Bubbles, Fundamentals and Misperceptions. Journal of Economic Perspectives, 19 (4), 67-92. http://dx.doi.org/10.1257/089533005775196769 Search in Google Scholar

Homm, U., & Breitung, J. (2011). Testing for Speculative Bubbles in Stock Markets: A Comparison of Alternative Methods. Journal of Financial Econometrics, 10(1), 198–231. https://doi.org/10.1093/jjfinec/nbr009 Search in Google Scholar

Hu, Y., & Oxley, L. (2018). Bubbles in US regional house prices: evidence from house price– income ratios at the State level. Applied Economics, 50(29), 3196–3229. https://doi.org/10.1080/00036846.2017.1418080 Search in Google Scholar

Huang, C.M., Su, H.M., Chiu, C.L. (2020) REIT Market Efficiency Before and After Inclusion in the S&P 500, Journal of Real Estate Portfolio Management, 15:3, 239-250. https://doi.org/10.1080/10835547.2009.12089849 Search in Google Scholar

Huber, F., & Punzi, M. T. (2018). International Housing Markets, Unconventional Monetary Policy and the Zero Lower Bound. Macroeconomic Dynamics, 24(4), 774–806. https://doi.org/10.1017/s1365100518000494 Search in Google Scholar

Iacoviello, M., & Pavan, M. (2013). Housing and debt over the life cycle and over the business cycle. Journal of Monetary Economics, 60(2), 221–238. https://doi.org/10.1016/j.jmoneco.2012.10.020 Search in Google Scholar

Jacobsen, D. H., & Naug, Bjørn E. (2019). What Drives House Prices? Norges Bank. https://doi.org/0029-1676 Search in Google Scholar

Jirasakuldech, B., Campbell, R. D., & Knight, J. R. (2006). Are There Rational Speculative Bubbles in REITs? The Journal of Real Estate Finance and Economics, 32(2), 105–127. https://doi.org/10.1007/s11146-006-6010-9 Search in Google Scholar

Jordà, Ò., Schularick, M., & Taylor, A. M. (2015). Leveraged bubbles. Journal of Monetary Economics, 76, S1–S20. https://doi.org/10.1016/j.jmoneco.2015.08.005 Search in Google Scholar

Jud, G. & Winkler, D. (2002). The Dynamics of Metropolitan Housing Prices. Journal of Real Estate Research. 23. 29-46. Search in Google Scholar

Kim, K.-H., & Park, M. (2016). Housing Policy in the Republic of Korea. Asian Development Bank Institute Working Papers 570. https://doi.org/10.2139/ssrn.2778989 Search in Google Scholar

Kim, K.-H., & Suh, S. H. (1993). Speculation and price bubbles in the Korean and Japanese real estate markets. The Journal of Real Estate Finance and Economics, 6(1), 73–87. https://doi.org/10.1007/bf01098429 Search in Google Scholar

Kivedal, B. K. (2013). Testing for rational bubbles in the US housing market. Journal of Macroeconomics, 38, 369–381. https://doi.org/10.1016/j.jmacro.2013.08.021 Search in Google Scholar

Lee, H. S., & Lee, W. S. (2020). Connectedness among Northeast Asian Housing Markets and Business Cycles. East Asian Economic Review, 24(2), 185–203. https://doi.org/10.11644/kiep.eaer.2020.24.2.376 Search in Google Scholar

LeRoy, S. F., & Porter, R. D. (1981). The Present-Value Relation: Tests Based on Implied Variance Bounds. Econometrica, 49(3), 555–574. https://doi.org/10.2307/1911512 Search in Google Scholar

Liow, K.H. (2013) Volatility interdependence in European real estate securities markets: Who is the most influential. Journal of European Real Estate Research, 6(2), 117–138. https://doi.org/10.1108//jerer Search in Google Scholar

Liow, K.H. and Schindler, F. (2017), “Linkages between office markets in Europe: a volatility spillover perspective”, Journal of Property Investment & Finance, Vol. 35 No. 1, pp. 3-25. https://doi.org/10.1108/JPIF-02-2016-0010 Search in Google Scholar

Ludvigson, J., Favilukis, J., Ludvigson, S. C., & Nieuwerburgh, V. (2017). The Macroeconomic Effects of Housing Wealth, Housing Finance, and Limited Risk Sharing in General Equilibrium. Journal of Political Economy, 125(1), 140–223. https://doi.org/10.1086/689606 Search in Google Scholar

McGuire, C., Borio, C., & McGuire, P. (2004). Twin peaks in equity and housing prices? BIS Quarterly Review; Bank for International Settlements. https://econpapers.repec.org/article/bisbisqtr/0403g.htm Search in Google Scholar

Mikhed, V., & Zemčík, P. (2009). Do house prices reflect fundamentals? Aggregate and panel data evidence. Journal of Housing Economics, 18(2), 140–149. https://doi.org/10.1016/j.jhe.2009.03.001 Search in Google Scholar

Milunovich, G. (2020). Forecasting Australia’s real house price index: A comparison of time series and machine learning methods. Journal of Forecasting, 39(7), 1098–1118. https://doi.org/10.1002/for.2678 Search in Google Scholar

Mishkin, F. S. (2007). Inflation Dynamics*. International Finance, 10(3), 317–334. https://doi.org/10.1111/j.1468-2362.2007.00205.x Search in Google Scholar

Obstfeld, M., & Rogoff, K. (1986). Ruling out divergent speculative bubbles. Journal of Monetary Economics, 17(3), 349–362. https://doi.org/10.1016/0304-3932(86)90062-0 Search in Google Scholar

Ortalo-Magné, F., & Rady, S. H. (1998). Housing Market Fluctuations in a Life-Cycle Economy with Credit Constraints. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.102933 Search in Google Scholar

Otrok, C., & Terrones, M. E. (2005). House prices, interest rates and macroeconomic fluctuations: international evidence, International Monetary Fund Search in Google Scholar

Pavlidis, E., Yusupova, A., Paya, I., Peel, D., Martínez-García, E., Mack, A., & Grossman, V. (2016). Episodes of Exuberance in Housing Markets: In Search of the Smoking Gun. The Journal of Real Estate Finance and Economics, 53(4), 419–449. https://doi.org/10.1007/s11146-015-9531-2 Search in Google Scholar

Payne, J. E., & Waters, G. A. (2007). Have Equity REITs Experienced Periodically Collapsing Bubbles? The Journal of Real Estate Finance and Economics, 34(2), 207–224. https://doi.org/10.1007/s11146-007-9007-0 Search in Google Scholar

Phillips, P. C. B., & Yu, J. (2011). Dating the timeline of financial bubbles during the subprime crisis. Quantitative Economics, 2(3), 455–491. https://doi.org/10.3982/qe82 Search in Google Scholar

Phillips, P. C. B., & Yu, J. (2011). Dating the timeline of financial bubbles during the subprime crisis. Quantitative Economics, 2(3), 455–491. https://doi.org/10.3982/qe82 Search in Google Scholar

Phillips, P. C. B., Shi, S., & Yu, J. (2015). Testing For Multiple Bubbles: Historical Episodes Of Exuberance And Collapse In The S&P 500. International Economic Review, 56(4), 1043–1078. https://doi.org/10.1111/iere.12132 Search in Google Scholar

Phillips, P. C. B., Wu, Y., & Yu, J. (2011). Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?*. International Economic Review, 52(1), 201–226. https://doi.org/10.1111/j.1468-2354.2010.00625.x Search in Google Scholar

Pomogajko, K. and Voigtländer, M. (2012) Co‐movement of house price cycles – a factor analysis, International Journal of Housing Markets and Analysis, Vol. 5 No. 4, pp. 414-426. https://doi.org/10.1108/17538271211268583 Search in Google Scholar

Quigley, J. M. (2001). Real Estate and the Asian Crisis. Journal of Housing Economics, 10(2), 129–161. https://doi.org/10.1006/jhec.2001.0284 Search in Google Scholar

Reinhart, C., & Rogoff, K. (2008). This Time is Different: A Panoramic View of Eight Centuries of Financial Crises. National Bureau of Economic Research, Working Paper. https://doi.org/10.3386/w13882 Search in Google Scholar

Roy, S., & Kemme, D. M. (2020). The run-up to the global financial crisis: A longer historical view of financial liberalization, capital inflows, and asset bubbles. International Review of Financial Analysis, 69, 101377. https://doi.org/10.1016/j.irfa.2019.101377 Search in Google Scholar

Ryu, J. K., Bouchoux, C., Liu, H. W., Kim, E., Minamino, M., de Groot, R., Katan, A. J., Bonato, A., Marenduzzo, D., Michieletto, D., Uhlmann, F., & Dekker, C. (2021). Bridging-induced phase separation induced by cohesin SMC protein complexes. Science advances, 7(7), eabe5905. https://doi.org/10.1126/sciadv.abe5905 Search in Google Scholar

Shi, S. (2017). Speculative bubbles or market fundamentals? An investigation of US regional housing markets. Economic Modelling, 66, 101–111. https://doi.org/10.1016/j.econmod.2017.06.002 Search in Google Scholar

Shiller, R. J. (1981). Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends? The American Economic Review, 71(3), 421–436. http://www.jstor.org/stable/1802789 Search in Google Scholar

Shiller, R. J. (2007). Understanding recent trends in house prices and home ownership. National Bureau of Economic Research, No 13553. Search in Google Scholar

Shrestha, P., Gurran, N., Maalsen, S. (2021). Informal housing practices. International Journal of Housing Policy, 21(2), 157-168. https://doi.org/10.1080/19491247.2021.1893982 Search in Google Scholar

Simo-Kengne, B. D., Miller, S. M., Gupta, R., & Balcilar, M. (2016). Evolution of the Monetary Transmission Mechanism in the US: the Role of Asset Returns. The Journal of Real Estate Finance and Economics, 52(3), 226–243. https://doi.org/10.1007/s11146-015-9512-5 Search in Google Scholar

Taylor, J. B. (2009) The Financial Crisis and the Policy Responses: An Empirical Analysis of What Went Wrong. National Bureau of Economic Research, Working Paper. http://www.nber.org/papers/w14631 Search in Google Scholar

Tiwari, A. K, Gupta, R., Cunado, J., and Sheng, X. (2020) Testing the white noise hypothesis in highfrequency housing returns of the United States, Economics and Business Letters, 9(3), 178-188. https://doi.org/10.17811/ebl.9.3.2020.178-188 Search in Google Scholar

Tsai, I-Chun. (2015). Dynamic information transfer in the United States housing and stock markets. The North American Journal of Economics and Finance, 34, 215–230. https://doi.org/10.1016/j.najef.2015.09.012 Search in Google Scholar

Umar, Z., & Olson, D. (2021). Strategic asset allocation and the demand for real estate: international evidence. Empirical Economics, 62(5), 2461–2513. https://doi.org/10.1007/s00181-021-02090-8 Search in Google Scholar

van Norden, S., & Schaller, H. (1999). Speculative Behavior, Regime-Switching, and Stock Market Crashes. Dynamic Modeling and Econometrics in Economics and Finance, 321–356. https://doi.org/10.1007/978-1-4615-5129-4_15 Search in Google Scholar

Vansteenkiste, I., & Hiebert, P. (2011). Do house price developments spillover across euro area countries? Evidence from a global VAR. Journal of Housing Economics, 20(4), 299–314. https://doi.org/10.1016/j.jhe.2011.08.003 Search in Google Scholar

West, K. D. (1987). A Specification Test for Speculative Bubbles. The Quarterly Journal of Economics, 102(3), 553. https://doi.org/10.2307/1884217 Search in Google Scholar

West, K. D. (1987). A Specification Test for Speculative Bubbles. The Quarterly Journal of Economics, 102(3), 553. https://doi.org/10.2307/1884217 Search in Google Scholar

Wu, Y. (1997). Rational Bubbles in the Stock Market: Accounting for the U.S. Stock-Price Volatility. Economic Inquiry, 35(2), 309–319. https://doi.org/10.1111/j.1465-7295.1997.tb01912.x Search in Google Scholar

Yusupova A., Pavlidis E.G., Paya I. and Peel D.A. (2017) Exuberance in the U.K. Regional Housing Markets, Working Papers 168117137, Lancaster University Management School, Economics Department. Search in Google Scholar

Zhang, Y., & Hansz, J. A. (2019). Industry Concentration and U.S. REIT Returns. Real Estate Economics, 50(1), 247–267. https://doi.org/10.1111/1540-6229.12278 Search in Google Scholar

Zhao, Y., Umar, Z., & Vo, X. V. (2021). Return and volatility connectedness of Chinese onshore, offshore, and forward exchange rate. Journal of Futures Markets, 41(11), 1843–1860. https://doi.org/10.1002/fut.22243 Search in Google Scholar

Zheng, S., Hu, W., & Wang, R. (2015). How Much Is a Good School Worth in Beijing? Identifying Price Premium with Paired Resale and Rental Data. The Journal of Real Estate Finance and Economics, 53(2), 184–199. https://doi.org/10.1007/s11146-015-9513-4 Search in Google Scholar

Zhou, J. & Lee, J. (2013). Adaptive market hypothesis: Evidence from the REIT market. Applied Financial Economics. 23:21, 1649-1662. https://doi.org/10.1080/09603107.2013.844326 Search in Google Scholar