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http://dx.doi.org/10.3938/jkps.73.1431

Scaling of the Price Fluctuation in the Korean Housing Market  

Kim, Jinho (Department of Social Network Science, Kyung Hee University)
Park, Jinhong (Department of Social Network Science, Kyung Hee University)
Choi, Junyoung (Department of Physics and Research Institute for Basic Sciences, Kyung Hee University)
Yook, Soon-Hyung (Department of Physics and Research Institute for Basic Sciences, Kyung Hee University)
Abstract
We study the scaling of the price fluctuation in the Korean housing market. From the numerical analysis, we show that the normalized return distribution of the housing price, P(r), has a fat-tail and is well approximated by a power-law, $P(r){\sim}r^{-({\alpha}+1)}$, with ${\alpha}{\simeq}3$ for the whole data set. However, if we divide the data into groups based on the trading patterns, then the value of ${\alpha}$ for positive tail and negative tail can be different depending on the trading patterns. We also find that the autocorrelation function of the housing price decays much slower than that of the stock exchange markets, which shows a unique feature of the housing market distinguished from the other financial systems.
Keywords
Econophysics; Housing market; Return distribution;
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  • Reference
1 H. E. Stanley and R. N. Mantegna, An Introduction to Econophysics (Cambridge University Press, Cambridge, 2000).
2 J-P. Bouchaud and M. Potters, Theory of Financial Risk and Derivative Pricing: From Statistical Physics to Risk Management (Cambridge University Press, Cambridge, 2003).
3 X. Gabaix, P. Gopikrishnan, V. Plerou and H. E. Stanley, Nature 423, 267 (2003).   DOI
4 Y. Liu, P. Gopikrishnan, P. Cizeau, M. Meyer, C-K. Peng and H. E. Stanley, Phys. Rev. E 60, 1390 (1999).   DOI
5 P. Cizeau, Y. Liu, M. Meyer, C-K. Peng and H. E. Stanley, Physica A 245, 441 (1997).   DOI
6 P. Gopikrishnan, M. Meyer, L. A. N. Amaral and H. E. Stanley, Eur. Phys. J. B 3, 139 (1998).
7 Y. Liu, P. Gopikrishnan, P. Cizeau, M. Meyer, C-K. Peng and H. E. Stnaley, Phys. Rev. E 59, 1390 (1999).
8 U. A. Muller, M. M. Dacorogna, R. B. Olsen, O. V. Pictet, M. Schwarz, C. Morgenegg and J. Banking, Finance 14, 1189 (1995).
9 R. N. Mantegna and H. E. Stanley, Nature 376, 46 (1995).   DOI
10 S. Sinha, A. Chatterjee, A. Chakraborti and B. K. Chakrabarti, Econophysics An Introduction (Wiely- VCH, Weinheim, 2011).
11 C. R. Cunningham, Journal of Urban Economics 59, 1 (2006).   DOI
12 Z. Adams and R. Fss, Journal of Housing Economics 19, 38 (2010).   DOI
13 D. DiPasquale and W. C. Wheaton, Real Estate Economics 20, 181 (1992).   DOI
14 P. Englund and Y. M. Ioannides, Journal of Housing Economics 6, 119 (1995).
15 J. M. Poterba, D. N. Weil and R. Shiller, Brookings Papers on Economic Activity 1991, 143 (1991).   DOI
16 O. Lamont and J. C. Stein, Leverage and house-price dynamics in US cities (No. w5961). National bureau of economic research (1997).
17 http://www.mois.go.kr.
18 J. M. Quigley, Real estate prices and economic cycles (2002).
19 J, Aizenman, Y. Jinjarak and H. Zheng, Real estate valuations and economic growth: The cost of housing cycles, VoxEU.org, 24 (2016).
20 G. Meen, Journal of housing economics 11, 1 (2002).   DOI
21 http://www.index.go.kr.
22 https://www.data.go.kr.
23 http://www.molit.go.kr.
24 P. Gopikrishnan, V. Plerou, L. A. Amaral, M. Meyer and H. E. Stanley, Phys. Rev. E 60, 5305 (1999).   DOI
25 P. Gopikrishnan, M. Meyer, L. A. N. Amaral and H. E. Stanley, Eur. Phys. J. B 3, 139 (1998).
26 B. M. Hill, Ann. Stat. 3, 1163 (1975).   DOI
27 V. Plerou, P. Gopikrishnan, L. A. Amaral, M. Meyer and H. E. Stanley, Phys. Rev. E 60, 6519 (1999).   DOI
28 T. Lux, M. Marchesi, Nature 397, 498 (1999).   DOI
29 S. Galluccio, G. Caldarelli, M. Marsili and Y-C. Zhang, Physica A 245, 423 (1997).   DOI
30 F. Lillo and R. N. Mantegna, Phys. Rev. E 62, 6126 (2000).   DOI
31 E-F. Fama, J. Finance 25, 383 (1970).