Macro Aspects of Housing

Leung, Charles Ka Yui and Ng, Joe Cho Yiu (2018): Macro Aspects of Housing. Forthcoming in:

Abstract

This paper aims to achieve two objectives. First, we demonstrate that with respect to business cycle frequency (Burns and Mitchell, 1946), there was a general decrease in the association between macroeconomic variables (MV) and housing market variables (HMV) following the global financial crisis (GFC). However, there are macro-finance variables that exhibited a strong association with the HMV following the GFC. For the medium-term business cycle frequency (Comin and Gertler, 2006), we find that while some correlations exhibit the same change as the business cycle counterparts, others do not. These “new stylized facts” suggest that a reconsideration and refinement of existing “macro-housing” theories would be appropriate. We also provide a review of the recent literature, which may enhance our understanding of the evolving macro-housing-finance linkage.

• Item Type: MPRA Paper
• Language: English
• Keywords: Stylized facts, macro-housing-finance linkage, global financial crisis, business cycle frequency, housing market variables
• Subjects: E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E30 - General; G - Financial Economics > G1 - General Financial Markets > G10 - General; R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R30 - General

References

Agarwal, S., Amromin, G., Ben-David, I., Chomsisengphet, S., Piskorski, T. and Seru, A. (2017). “Policy Intervention in Debt Renegotiation: Evidence From Home Affordable Modification Program.” Journal of Political Economy 125(3): 654-712.

Aizenman, J. and Jinjarak, Y. (2009). “Current Account Patterns and National Real Estate Markets.” Journal of Urban Economics 66(2): 75–89.

Albrecht, J., Anderson, A., Smith, E. and Vroman, S. (2007). “Opportunistic Matching in The Housing Market.” International Economic Review 48(2): 641-664.

Amior, M. and Halket, J. (2014). “Do Households Use Home Ownership to Insure Themselves? Evidence Across U.S. Cities.” Quantitative Economics 5(3): 631-674.

Anagnostopoulos, A., Atesagaoglu, O. E. and Carceles-Poveda, E. (2013). “Skill-Biased Technological Change and Homeownership.” Journal of Economic Dynamics and Control 37(12): 3012-3033.

Anglin, P. and Gao, Y. (2011). “Integrating Illiquid Assets into The Portfolio Decision Process.” Real Estate Economics 39(2): 277-311.

Aoki, K., Proudman, J. and Vlieghe, G. (2004). “House Prices, Consumption, and Monetary Policy: A Financial Accelerator Approach.” Journal of Financial Intermediation 13(4): 414-435.

Arnott, R. (1989). “Housing Vacancies, Thin Markets, and Idiosyncratic Tastes.” Journal of Real Estate Finance and Economics 2(1): 5-30.

Athreya, K., Tam, X. and Young, E. (2012). “A Quantitative Theory of Information and Unsecured Credit.” American Economic Journal: Macroeconomics 4(3): 153-183.

Athreya, K., Sanchez, J., Tam, X. and Young, E. (2015). “Labor Market Upheaval, Default Regulation, and Consumer Debt.” Review of Economic Dynamics 18(1): 32-52.

Athreya, K., Sanchez, J., Tam, X. and Young, E. (2017). “Bankruptcy and Delinquency in a Model of Unsecured Debt.” International Economic Review forthcoming.

Bardhan, A., Edelstein, R. and Kroll, C. (2012). The Financial Crisis and Housing Markets Worldwide: Similarities, Differences, and Comparisons. In A. Bardhan, R. Edelstein and C. Kroll (Ed.), Global Housing Markets: Crises, Policies, and Institutions (pp. 1-20). New York: John Wiley.

Bardhan, A., Edelstein, R. and Leung, C. (2004). “A Note on Globalization and Urban Residential Rents.” Journal of Urban Economics 56(3): 505-513.

Bardhan, A., Edelstein, R. and Tsang, T. (2008). “Global Financial Integration and Real Estate Security Returns.” Real Estate Economics 36(2): 285-311.

Baxter, M. (1991). “Business Cycles, Stylized Facts, and The Exchange Rate Regime: Evidence from The United States.” Journal of International Money and Finance 10(1): 71-88.

Baxter, M. (1994). “Real Exchange Rates and Real Interest Differentials: Have We Missed The Business-Cycle Relationship?“ Journal of Monetary Economics 33(1): 5-37.

Baxter, M. (1996). “Are Consumer Durables Important for Business Cycles.” Review of Economics and Statistics 78(1): 147-155.

Baxter, M. and King, R.G. (1999). “Measuring Business Cycles: Approximate Band-Pass Filters for Economic Time Series.” Review of Economics and Statistics 81(4): 575-593.

Bayer, P., Ferreira, F. and McMillan, R. (2007). “A Unified Framework for Measuring Preferences for Schools and Neighborhoods.” Journal of Political Economy 115(4): 588-638.

Bayer, P., Geissler, C. and Roberts, J. (2011). Speculators and Middlemen: The Role of Flippers in the Housing Market (Working paper No. 16784). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w16784

Bayer, P., McMillan, R., Murphy, A. and Timmins, C. (2016). “A Dynamic Model of Demand For Houses And Neighborhoods.” Econometrica 84(3): 893-942.

Benabou, R. (1993). “Workings of A City: Location, Education, and Production.” Quarterly Journal of Economics 108(3): 619-652.

Benabou, R. (1996a). “Heterogeneity, Stratification, and Growth: Macroeconomic Implications of Community Structure and School Finance.” American Economic Review 86(3): 584-609.

Benabou, R. (1996b). “Equity and Efficiency in Human Capital Investment: The Local Connection.” Review of Economic Studies 63(2): 237-264.

Benes, J., Kumhof, M. and Laxton, D. (2014). Financial Crises in DSGE Models: A Prototype Model (Working paper No. 14/57). Retrieved from International Monetary Fund website: https://www.imf.org/en/Publications/WP/Issues/2016/12/31/Financial-Crises-in-DSGE-Models-A-Prototype-Model-41467

Ben-Shafar, D., Leung, C. and Ong, S. E. (2008). Mortgage Market Worldwide (Oxford: Blackwell).

Berge, T. (2015). “Predicting Recessions with Leading Indicators: Model Averaging and Selection over the Business Cycle.” Journal of Forecasting 34(6): 455-471.

Berliant, M. (2010). “Misbehavioral Urban Economics.” Journal of Regional Science 50(1): 93-101.

Berliant, M. and Mori, T. (2017). “Beyond Urban Form: How Masahisa Fujita Shapes Us.” International Journal of Economic Theory 13(1): 5-28.

Berliant, M., Peng, S. and Wang, P. (2002). “Production Externalities and Urban Configuration.” Journal of Economic Theory 104(2): 275-303.

Berliant, M. and Wang, P. (2008). “Urban Growth and Subcenter Formation: A Trolley Ride From The Staples Center To Disneyland and The Rose Bowl.” Journal of Urban Economics 63(2): 679-693.

Berliant, M. and Watanabe, H. (2015). “Explaining The Size Distribution of Cities: Extreme Economies.” Quantitative Economics 6(1): 153-187.

Bernanke, B. and Gertler, M. (1995). “Inside the Black Box: The Credit Channel of Monetary Policy Transmission.” Journal of Economic Perspectives 9(4): 27-48.

Bernanke, B., Gertler, M. and Gilchrist, S. (1999). The Financial Accelerator in A Quantitative Business Cycle Framework. In J. Taylor and M. Woodford (Ed.), Handbook of Macroeconomics (pp. 1341-1393). New York: Elsevier.

Bhattarai, S. and Neely, C. (2016). A Survey of The Empirical Literature on U.S. Unconventional Monetary Policy (Working paper No. 2016-021A). Retrieved from Federal Reserve Bank of St. Louis website: https://research.stlouisfed.org/wp/more/2016-021

Bond, E., Riezman, R. G. and Wang, P. (2016). Urbanization and Economic Development: A Tale of Two Barriers (Working paper No. 5742). Retrieved from SSRN website: https://ssrn.com/abstract=2745169

Borio, C. (2014). “The Financial Cycle and Macroeconomics: What Have We Learnt?” Journal of Banking and Finance 45: 182-198.

Bostic, R. and Ellen, I. (2014). “Introduction: Special Issue on Housing Policy in The United States.” Journal of Housing Economics 24: 1-3.

Bostic, R., Gabriel, S. and Painter, G. (2009). “Housing Wealth, Financial Wealth, and Consumption: New Evidence from Micro Data.” Regional Science and Urban Economics 39(1): 79-89.

Brasington, D. and Haurin, D. (2009). “Parents, peers, or school inputs: Which components of school outcomes are capitalized into house value?” Regional Science and Urban Economics 39(5), 523-529.

Burns, A. M. and Mitchel, W. C. (1946). Measuring Business Cycles (New York: National Bureau of Economic Research).

Burnside, C. (1998). “Detrending and business cycle facts: A comment.” Journal of Monetary Economics 41(3): 513-532.

Burnside, C., Eichenbaum, M. and Rebelo, S. (2016). “Understanding Booms and Busts in Housing Markets.” Journal of Political Economy 124(4): 1088-1147.

Calomiris, C., Longhofer, S. and Miles, W. (2009). The (Mythical?) Housing Wealth Effect (Working paper No. 15075). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w15075

Camacho, M. and Perez-Quiros, G. (2002). “This Is What The Leading Indicators Lead.” Journal of Applied Econometrics 17(1): 61-80.

Canova, F. (1998). “Detrending and Business Cycle Facts.” Journal of Monetary Economics 41(3): 475-512.

Carlos Hatchondo, J., Martinez, L. and Sánchez, J. (2015). “Mortgage Defaults.” Journal of Monetary Economics 76: 173-190.

Carroll, C., Otsuka, M. and Slacalek, J. (2011). “How Large Are Housing and Financial Wealth Effects? A New Approach.” Journal of Money, Credit and Banking 43(1): 55-79.

Case, K. and Shiller, R. (1988). The Behavior of Home Buyers in Boom and Post-Boom Markets (Working paper No. 2748). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w2748

Case, K. and Shiller, R. (2003). “Is There a Bubble in the Housing Market?.” Brookings Papers on Economic Activity 34(2): 299-362.

Case, K., Quigley, J. and Shiller, R. (2005). “Comparing Wealth Effects: The Stock Market Versus The Housing Market,” B.E. Journal of Macroeconomics 5(1): 1-34.

Cesa‐Bianchi, A., Cespedes, L. and Rebucci, A. (2015). “Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies.” Journal of Money, Credit and Banking 47(S1): 301-335.

Chambers, M., Garriga, C. and Schlagenhauf, D. (2009a). “The Loan Structure and Housing Tenure Decisions in An Equilibrium Model of Mortgage Choice.” Review of Economic Dynamics 12(3): 444-468.

Chambers, M., Garriga, C. and Schlagenhauf, D. (2009b). “Accounting for Changes in The Homeownership Rate.” International Economic Review 50(3): 677-726.

Chambers, M., Garriga, C. and Schlagenhauf, D. (2009c). “Housing Policy and The Progressivity of Income Taxation.” Journal of Monetary Economics 56(8): 1116-1134.

Chang, Y. (2000). “Comovement, Excess Volatility, and Home Production.” Journal of Monetary Economics 46(2): 385-396.

Chang, C. O. and Chen, M. C. (2012). Taiwan: Housing Bubbles and Affordability. In A. Bardhan, R. Edelstein and C. Kroll (Ed.), Global Housing Markets: Crises, Policies, and Institutions (pp. 447-463). New York: John Wiley.

Chang, K. L., Chen, N. K. and Leung, C. (2010). Monetary Policy, Asset Return Dynamics and The General Equilibrium Effect. In D. Rosch and H. Scheule (Ed.), Model Risk in Financial Crises - Challenges and Solution for Financial Risk Models. London: Risk Books and Journals.

Chang, K. L., Chen, N. K. and Leung, C. (2011). “Monetary Policy, Term Structure and Asset Return: Comparing REIT, Housing and Stock.” Journal of Real Estate Finance and Economics 43(1): 221-257.

Chang, K. L., Chen, N. K. and Leung, C. (2012). “The dynamics of housing returns in Singapore: How important are the international transmission mechanisms?” Regional Science and Urban Economics 42(3): 516-530.

Chang, K. L., Chen, N. K. and Leung, C. (2013). “In the Shadow of The United States: The International Transmission Effect of Asset Returns.” Pacific Economic Review 18(1): 1-40.

Chang, K. L., Chen, N. K. and Leung, C. (2016). “Losing Track of The Asset Markets: The Case of Housing and Stock.” International Real Estate Review 19(4): 435-492.

Chatterjee, S., Corbae, D., Nakajima, M. and Ríos-Rull, J. V. (2007). “A Quantitative Theory of Unsecured Consumer Credit with Risk of Default.” Econometrica 75(6): 1525-1589.

Chatterjee, S. and Eyigungor, B. (2015). “A Quantitative Analysis of The US Housing and Mortgage Markets and The Foreclosure Crisis.” Review of Economic Dynamics 18(2): 165-184.

Chen, B. L. and Liao, S. Y. (2017). “Durable Goods, Investment Shocks and The Comovement Problem.” Journal of Money, Credit and Banking forthcoming.

Chen, N. H., Chen, S. S. and Chou, Y. H. (2010). “House Prices, Collateral Constraint, and The Asymmetric Effect on Consumption.” Journal of Housing Economics 19(1): 26-37.

Chen, N. K., Cheng, H. L. and Chu, H. L. (2015). “Asset Price and Monetary Policy: The Effect Of Expectations Formation.” Oxford Economic Papers 67(2): 380-405.

Chen, N. K., Chu, H. L., Liu, J. T. and Wang, K. H. (2006). “Collateral Value, Firm Borrowing, and Forbearance Lending: An Empirical Study of Taiwan.” Japan and the World Economy 18(1): 49-71.

Chen, N. K., and Leung, C. (2008). “Asset Price Spillover, Collateral and Crises: with An Application to Property Market Policy.” Journal of Real Estate Finance and Economics 37(4): 351-385.

Chen, N. K. and Wang, H. J. (2007). “The Procyclical Leverage Effect of Collateral Value on Bank Loans-Evidence from The Transaction Data of Taiwan.” Economic Inquiry 45(2): 395-406.

Chen, N. K. and Wang, H. J. (2008). “Identifying the Demand and Supply Effects of Financial Crises on Bank Credit—Evidence from Taiwan.” Southern Economic Journal 75(1): 26-49.

Cheung, Y. W., Chow, K. K. and Yiu, M. S. (2017). “Effects of capital flow on the equity and housing markets in Hong Kong.” Pacific Economic Review 22(3): 332-349. Chetty, R. and Hendren, N. (2017a). “The impacts of neighborhoods on intergenerational mobility I: childhood exposure effects.” Quarterly Journal of Economics forthcoming.

Chetty, R. and Hendren, N. (2017b). “The impacts of neighborhoods on intergenerational mobility II: county-level estimates.” Quarterly Journal of Economics forthcoming.

Cho, M. (2007). “180 Years’ Evolution of The US Mortgage Banking System: Lessons for Emerging Mortgage Markets.” International Real Estate Review 10 (1): 171-212.

Cho, M. (2009). “Managing Mortgage Credit Risk: What Went Wrong with The Subprime and Alt-A Markets.” International Real Estate Review 12 (3): 295-324.

Chodorow-Reich, G. (2014). Effects of Unconventional Monetary Policy on Financial Institutions (Working paper No. 20230). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w20230

Christiano, L., Eichenbaum, M. and Trabandt, M. (2015). “Understanding The Great Recession.” American Economic Journal: Macroeconomics 7(1): 110-167.

Christiano, L., Eichenbaum, M. and Trabandt, M. (2016). “Unemployment and Business Cycles.” Econometrica 84(4): 1523-1569.

Christiano, L. and Fitzgerald, T. (2003). “The Band Pass Filter.” International Economic Review 44(2): 435-465.

Chu, Y. (2010). “An Intertemporal Capital Asset Pricing Model with Owner-Occupied Housing.” Real Estate Economics 38(3): 427-465.

Cogley, T. and Nason, J. M. (1995). “Effects of The Hodrick-Prescott Filter on Trend and Difference Stationary Time Series: Implications for Business Cycle Research.” Journal of Economic Dynamics and Control 19(1): 253-278.

Comin, D. and Gertler, M. (2006). “Medium-Term Business Cycles.” American Economic Review 96(3): 523-551.

Cooley, T. and Prescott, E. (1995). Economic Growth and Business Cycles. In T. Cooley (Ed.), Frontiers of Business Cycle Research (pp. 1-38). Princeton: Princeton University Press.

Corbae, D. and D’Erasmo, P. (2017). Reorganization or Liquidation: Bankruptcy Choice and Firm Dynamics (Working paper No. 23515). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w 23515

Corbae, D. and Quintin, E. (2015). “Leverage and the Foreclosure Crisis.” Journal of Political Economy 123 (1): 1-65.

Corrigan, P. (2017). Terms-of-Trade and House Price Fluctuations: A Cross-Country Study (Working paper No. 2017-1). Retrieved from Bank of Canada website: https://www.bankofcanada.ca/2017/01/staff-working-paper-2017-1/

Cunha, F. and Heckman, J. (2007). “The Technology of Skill Formation.” American Economic Review 97(2): 31-47.

Cunha, F. and Heckman, J. (2008). “Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation.” Journal of Human Resources 43(4): 738-782.

Davis, M. and Heathcote, J. (2005). “Housing and The Business Cycle.” International Economic Review 46(3): 751-784.

Davis, M. and Martin, R. (2009). “Housing, Home Production, and The Equity- and Value-Premium Puzzles.” Journal of Housing Economics 18(2): 81-91.

Davis, M. and Palumbo, M. (2008). “The Price of Residential Land in Large US Cities.” Journal of Urban Economics 63(1): 352-384.

Davis, M. and Van Nieuwerburgh, S. (2014). Housing, Finance and The Macroeconomy (Working paper No. 20287). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w20287

de Bartolome, C. and Ross, S. (2003). “Equilibria with local governments and commuting: income sorting vs income mixing.” Journal of Urban Economics 54(1), 1-20.

Del Negro, M., Eusepi, S., Giannoni, M., Sbordone, A., Tambalotti, A., Cocci, M., Hasegawa, R. and Linder, H. (2013). The FRBNY DSGE Model (Working paper No. 647). Retrieved from Federal Reserve Bank of New York website: https://www.newyorkfed.org/research/staff_reports/sr647.html

Del Negro, M., Giannoni, M. and Schorfheide, F. (2015). “Inflation in The Great Recession and New Keynesian Models.” American Economic Journal: Macroeconomics 7(1): 168-196.

Deng, Y., Gabriel, S., Nishimura, K. and Zheng, D. (2012). “Optimal Pricing Strategy in The Case of Price Dispersion: New Evidence from The Tokyo Housing Market.” Real Estate Economics 40: 234-272.

Deng, Y., Girardin, E., Joyeux, R. and Shi, S. (2017). “Did Bubbles Migrate from The Stock to The Housing Market in China Between 2005 and 2010.” Pacific Economic Review 22(3): 276-292.

Díaz, A. and Jerez, B. (2013). “House Prices, Sales, and Time on The Market: A Search Theoretic Framework.” International Economic Review 54(3): 837-872.

Disney, R. and Luo, G. (2017). “The Right to Buy Public Housing in Britain: A Welfare Analysis.” Journal of Housing Economics 35: 51-68.

Dixit, A. K. and Pindyck, R. S. (1994). Investment under Uncertainty (Princeton: Princeton University Press).

Doepke, M. and Schneider, M. (2006). “Inflation and the Redistribution of Nominal Wealth.” Journal of Political Economy 114(6): 1069-1097.

Drehmann, M., Borio, C. and Tsatsaronis, K. (2012). Characterizing The Financial Cycle: Don’t Lose Sight of The Medium Term! (Working paper No. 380). Retrieved from Bank of International Settlement website: https://www.bis.org/publ/work380.htm

Duffie, D. and Sun, Y. (2012). “The Exact Law of Large Numbers for Independent Random Matching.” Journal of Economic Theory 147(3): 1105-1139.

Duranton, G. (2007). “Urban Evolutions: The Fast, The Slow, and The Still.” American Economic Review 97 (1): 197-221.

Duranton, G. and Puga, D. (2004). Micro-Foundations of Urban Agglomeration Economies. In J. V. Henderson and J. F. Thisse (Ed.), Handbook of Regional and Urban Economics 4 (pp. 2063-2117). Amsterdam: Elsevier.

Durlauf, S. (1996). “A Theory of Persistent Income Inequality.” Journal of Economic Growth 1(1): 75-93.

Easley, D. and Yang, L. (2015). “Loss Aversion, Survival and Asset Prices.” Journal of Economic Theory 160: 494-516. Edelstein, R. and Kim, K. H. (2004). “Special Issue on Housing and The Macroeconomy: The Nexus.” Journal of Housing Economics 13 (4): 247-248. Eerola, E. and Maattanen, N. (2018). “Borrowing Constraints and Housing Market Liquidity.” Review of Economic Dynamics forthcoming.

Epple, D. and Nechyba, T. (2004). Fiscal Decentralization. In J. V. Henderson and J. F. Thisse (Ed.), Handbook of Regional and Urban Economics 4 (pp. 2423-2480). Amsterdam: Elsevier.

Favilukis, J., Ludvigson, S. and Van Nieuwerburgh, S. (2017). “The Macroeconomic Effects of Housing Wealth, Housing Finance and Limited Risk Sharing in General Equilibrium.” Journal of Political Economy 125(1): 140-222.

Favilukis, J., Mabille, P. and Van Nieuwerburgh, S. (2018). Affordable Housing and City Welfare. mimeo.

Fisher, J. D. and Gervais, M. (2011). “Why Has Home Ownership Fallen Among The Young?” International Economic Review 52(3): 883-912.

Foote, C., Gerardi, K., Goette, L. and Willen, P. (2008). “Just The Facts: An Initial Analysis of Subprime's Role in The Housing Crisis.” Journal of Housing Economics 17(4): 291-305.

Foote, C., Loewenstein, L. and Willen, P. (2016). Cross-Sectional Patterns of Mortgage Debt during The Housing Boom: Evidence and Implications (Working paper No. 22985). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w22985

Foote, C. and Willen, P. (2017). Mortgage-Default Research and The Recent Foreclosure Crisis (Working paper No. 17-13). Retrieved from Federal Reserve Bank of Boston website: https://www.bostonfed.org/publications/research-department-working-paper/2017/mortgage-default-research-and-the-recent-foreclosure-crisis.aspx

Forbes, K. and Rigobon, R. (2002). “No Contagion, Only Interdependence: Measuring Stock Market Comovements.” Journal of Finance 57(5): 2223-2261.

Frost, J., Logan, L., Martin, A., McCabe, P., Natalucci, F. and Remache, J. (2015). Overnight RRP Operations as A Monetary Policy Tool: Some Design Considerations (Working paper No. 712). Retrieved from Federal Reserve Bank of New York website: https://www.newyorkfed.org/research/staff_reports/sr712.html

Funke, M., Leiva-Leon, D. and Tsang, A. (2017). Mapping China’s time-varying house price landscape. (BOFIT Discussion Papers 21/2017). Retrieved from Bank of Finland website: https://helda.helsinki.fi/bof/bitstream/handle/123456789/14959/dp2117.pdf;jsessionid=F79E452C440377D36D9209E694BF85E4?sequence=1

Garriga, C. and Hedlund, A. (2017). Mortgage Debt, Consumption, and Illiquid Housing Markets in The Great Recession (Working paper No. 2017-030A). Retrieved from Federal Reserve Bank of St. Louis website: https://research.stlouisfed.org/wp/more/2017-030

Garriga, C., Hedlund, A., Tang, Y. and Wang, P. (2017). Rural-Urban Migration, Structural Transformation, and Housing Markets in China (Working paper No. 23819). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w23819

Gau, G. and Wang, K. (1991). “A Further Examination of Appraisal Data and The Potential Bias in Real Estate Return Indexes: “Reply”.” Real Estate Economics 19(1): 113-116.

Geltner, D. (1991). “Smoothing in appraisal-based returns.” Journal of Real Estate Finance and Economics 4(3): 327-345.

Geltner, D., MacGregor, B. and Schwann, G. (2003). “Appraisal Smoothing and Price Discovery in Real Estate Markets.” Urban Studies 40 (5-6): 1047-1064.

Genesove, D. and Mayer, C. (1997). “Equity and Time to Sale in The Real Estate Market.” American Economic Review 87(3): 255-269.

Genesove, D. and Mayer, C. (2001). “Loss Aversion and Seller Behavior: Evidence from The Housing Market.” Quarterly Journal of Economics116(4): 1233-1260.

Gerardi, K., Herkenhoff, K., Ohanian, L. and Willen, P. (2015a). Can't Pay or Won't Pay? Unemployment, Negative Equity, and Strategic Default (Working paper No. 21630). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w21630

Gerardi, K., Herkenhoff, K. and Willen, P. (2018). Housing Wealth and Consumption: New Evidence from Household-Level Panel Data. mimeo.

Gerardi, K., Lehnert, A., Sherlund, S. and Willen, P. (2008). “Making Sense of The Subprime Crisis.” Brookings Papers on Economic Activity 39(2 (Fall)): 69-159.

Gerardi, K., Rosenblatt, E., Willen, P. and Yao, V. (2015b). “Foreclosure Externalities: New Evidence.” Journal of Urban Economics 87: 42-56.

Gertler, M. and Karadi, P. (2011). “A Model of Unconventional Monetary Policy.” Journal of Monetary Economics 58 (1): 17-34.

Gertler, M. and Kiyotaki, N. (2011). Financial Intermediation and Credit Policy in Business Cycle Analysis. In B. Friedman and M. Woodford (Ed.), Handbook of Monetary Economics 3 (pp. 547-599). New York: Elsevier.

Gertler, M., Kiyotaki, N. and Prestipino, A. (2015). Wholesale Banking and Bank Runs in Macroeconomic Modelling of Financial Crises (Working paper No. 21892). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w 21892

Ghent, A. (2012). “Infrequent Housing Adjustment, Limited Participation, and Monetary Policy.” Journal of Money, Credit and Banking 44(5): 931-955.

Gilchrist, S., Schoenle, R., Sim, J. and Zakrajsek, E. (2017). “Inflation Dynamics During The Financial Crisis” American Economic Review 107 (3): 785-823.

Glaeser, E. (2011). Triumph of The City (New York: The Penguin Press).

Glaeser, E., Gyourko, J. and Saks, R. (2005). “Why Have Housing Prices Gone Up?” American Economic Review 95(2): 329-333.

Goodhart, C. and Tsomocos, D. (2011). The Role of Default in Macroeconomics (Working paper No. 11-E-23). Retrieved from Institute for Monetary and Economic Studies, Bank of Japan website: http://www.imes.boj.or.jp/research/papers/english/11-E-23.pdf

Green, R. (2008). Introduction to Mortgages and Mortgage Backed Securities (New York: Academic Press).

Green, R. and Malpezzi, S. (2003). A Primer on U.S. Housing Markets and Housing Policy (Washington, D.C.: Urban Institute).

Green, R., Malpezzi, S. and Mayo, S. (2005). “Metropolitan-Specific Estimates of The Price Elasticity of Supply of Housing, and Their Sources.” American Economic Review 95(2): 334-339.

Green, R. and Wachter, S. (2005). “The American Mortgage in Historical and International Context.” Journal of Economic Perspectives 19(4): 93-114.

Greenwood, J. and Hercowitz, Z. (1991). “The Allocation of Capital and Time over the Business Cycle.” Journal of Political Economy 99(6): 1188-1214.

Guerrieri, L., Iacoviello, M., Covas, F., Driscoll, J., Jahan-Parvar, M., Kiley, M., Queralto, A. and Sim, J. (2015). Macroeconomic Effects of Banking Sector Losses Across Structural Models (Working paper No. 507). Retrieved from Bank of International Settlement website: https://www.bis.org/publ/work507.htm

Guren, A. (2016). “House Price Momentum and Strategic Complementarity.” Journal of Political Economy forthcoming.

Gust, C., Herbst, E., Lopez-Salido, D. and Smith, D. (2017). “The Empirical Implications of The Interest-Rate Lower Bound.” American Economic Review 107 (7): 1971-2006.

Hall, R. (2011). “The Long Slump.” American Economic Review 101(2): 431-469.

Halket, J. and Pignatti Morano di Custoza, M. (2015). “Homeownership and The Scarcity of Rentals,” Journal of Monetary Economics 76: 107-123.

Halket, J. and Vasudev, S. (2014). “Saving Up or Settling Down: Home Ownership over The Life Cycle.” Review of Economic Dynamics 17(2): 345-366.

Hanushek, E., Ruhose, J. and Woessmann, L. (2017a). “Knowledge Capital and Aggregate Income Differences: Development Accounting for U.S. States.” American Economic Journal: Macroeconomics 9(4): 184-224.

Hanushek, E., Ruhose, J. and Woessmann, L. (2017b). “Economic Gains from Educational Reform by US States.” Journal of Human Capital 11(4): 447-486.

Hanushek, E., Sarpça, S. and Yilmaz, K. (2011). “Private Schools and Residential Choices: Accessibility, Mobility, and Welfare.” The B.E. Journal of Economic Analysis and Policy 11(1): 1-34.

Hanushek, E. and Woessmann, L. (2015). The Knowledge Capital of Nations: Education and The Economics of Growth (Cambridge, MA: MIT Press).

Hanushek, E. and Yilmaz, K. (2007). “The Complementarity of Tiebout and Alonso.” Journal of Housing Economics 16(2): 243-261.

Hanushek, E. and Yilmaz, K. (2011). Urban Education, Location, and Opportunity in The United States. In N. Brooks, K. Donaghy, and G. Knaap (Ed.), Oxford Handbook of Urban Economics and Planning (pp. 583-615). Oxford: Oxford University.

Hanushek, E. and Yilmaz, K. (2013). “Schools and Location: Tiebout, Alonso, and Governmental Finance Policy.” Journal of Public Economic Theory 15(6): 829-855.

Hanushek, E. and Yilmaz, K. (2015). “Land-use Controls, Fiscal Zoning, and The Local Provision of Education.” Public Finance Review 43(5): 559-585.

Head, A. and Lloyd-Ellis, H. (2012). “Housing Liquidity, Mobility, and The Labour Market.” Review of Economic Studies 79(4): 1559-1589.

Head, A., Lloyd-Ellis, H. and Sun, H. (2014). “Search, Liquidity, and The Dynamics of House Prices and Construction.” American Economic Review 104(4): 1172-1210.

Head, A., Sun, H. and Zhou, C. (2018). Indebted Sellers, Liquidity and Mortgage Standards (Working paper No. 1359). Retrieved from Queen's University, Department of Economics website: https://ideas.repec.org/p/qed/wpaper/1359.html

Heckman, J. (2008). “Schools, Skills, and Synapses.” Economic Inquiry 46(3) 289-324.

Hedlund, A. (2016a). “Illiquidity and its Discontents: Trading Delays and Foreclosures in The Housing Market.” Journal of Monetary Economics 83: 1-13.

Hedlund, A. (2016b). “The Cyclical Dynamics of Illiquid Housing, Debt, and Foreclosures.” Quantitative Economics 7(1): 289-328.

Hendershott, P., Hendershott, R. and Shilling, J. (2010). “The Mortgage Finance Bubble: Causes and Corrections.” Journal of Housing Research 19(1): 1-16.

Herkenhoff, K., Ohanian, L. and Prescott, E. (2017). Tarnishing The Golden and Empire States: Land-Use Restrictions and The U.S. Economic Slowdown (Working paper No. 23790). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w23790

Hirose, Y. and Inoue, A. (2016). “The Zero Lower Bound and Parameter Bias in An Estimated DSGE Model.” Journal of Applied Econometrics 31(4): 630-651.

Hort, K. (2000). “Prices and Turnover in The Market for Owner-Occupied Homes.” Regional Science and Urban Economics 30(1) 99-119.

Hsu, W. T., Li, X., Tang, Y. and Wu, J. (2017). “Determinants of Urban Land Supply in The People’s Republic of China: How Do Political Factors Matter?” Asian Development Review 34(2): 152-183.

Huang, D., Leung, C. K. Y. and Qu, B. (2015). “Do Bank Loans and Local Amenities Explain Chinese Urban House Prices?” China Economic Review 34: 19-38.

Huang, D., Leung, C. K. Y. and Tse, C. Y. (2017). “What Account for The Differences in Rent-Price Ratio and Turnover Rate? A Search-And-Matching Approach.” Journal of Real Estate Finance and Economics forthcoming.

Hubbard, G. and O’Brien, A. (2014). Macroeconomics 5th Edition (New York: Pearson).

Iacoviello, M. (2005). “House Prices, Borrowing Constraints, and Monetary Policy in The Business Cycle.” American Economic Review 95(3): 739-764.

Iacoviello, M. and Minetti, R. (2008). “The Credit Channel Of Monetary Policy: Evidence from The Housing Market,” Journal of Macroeconomics 30(1): 69-96.

Iacoviello, M. and Pavan, M. (2013). “Housing and Debt over The Life Cycle and over The Business Cycle.” Journal of Monetary Economics 60(2): 221-238.

Ihrig, J., Meade, E. and Weinbach, G. (2015). Monetary Policy 101: A Primer on The Fed’s Changing Approach to Policy Implementation (Working paper No. 2015-047). Retrieved from Board of Governors of the Federal Reserve System website: https://www.federalreserve.gov/econresdata/feds/2015/files/2015047pap.pdf

Ihlanfeldt, K. and Mayock, T. (2015). “Introduction to The Special Issue on Housing Finance.” Journal of Housing Economics 27: 1-3.

Jin, Y., Leung, C. K. Y. and Zeng, Z. (2012). “Real Estate, The External Finance Premium and Business Investment: A Quantitative Dynamic General Equilibrium Analysis.” Real Estate Economics 40(1): 167-195.

Jin, Y. and Zeng, Z. (2004). “Residential Investment and House Prices in A Multi-Sector Monetary Business Cycle Model.” Journal of Housing Economics 13(4), 268-286.

Jordà, O., Schularick, M. and Taylor, A. M. (2016). Macrofinancial History and the New Business Cycle Facts. In M. Eichenbaum and J. A. Parker (Ed.), NBER Macroeconomics Annual 2016 (pp. 213-263). Chicago: University of Chicago Press.

Justiniano, A., Primiceri, G. and Tambalotti, A. (2013). The Effects of The Saving and Banking Glut on The U.S. Economy (Working paper No. 19635). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w19635

Justiniano, A., Primiceri, G. and Tambalotti, A. (2015a). Credit Supply and The Housing Boom (Working paper No. 20874). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w20874

Justiniano, A., Primiceri, G. and Tambalotti, A. (2015b). “Household Leveraging and Deleveraging.” Review of Economic Dynamics 18(1): 3-20.

Justiniano, A., Primiceri, G. and Tambalotti, A. (2016). “A Simple Model of Subprime Borrowers and Credit Growth.” American Economic Review 106(5): 543-547.

Kan, K., Kwong, S. K. S. and Leung, C. (2004). “The Dynamics and Volatility of Commercial and Residential Property Prices: Theory and Evidence.” Journal of Regional Science, 44(1): 95-123.

Kaplan, G., Mitman, K. and Violante, G. (2016). Non-durable Consumption and Housing Net Worth in the Great Recession: Evidence from Easily Accessible Data (Working paper No. 22232). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w 22232

Kaplan, G., Mitman, K. and Violante, G. (2017). Consumption and House Prices in The Great Recession: Model Meets Evidence. Retrieved from IDEAS website: https://ideas.repec.org/p/red/sed015/275.html

Kaplan, G. and Violante, G. (2014). “A Model of The Consumption Response to Fiscal Stimulus Payments.” Econometrica 82(4): 1199-1239.

Karsten, J., Krueger, D. and Mitman, K. (2013). “Housing, Mortgage Bailout Guarantees and The Macro Economy.” Journal of Monetary Economics 60(8): 917-935.

Kawaguchi, Y. (2009). Japan Real Estate Crisis. Paper presented at Hong Kong Monetary Authority. Retrieved from Hong Kong Monetary Authority website: http://www.hkimr.org/uploads/conference_detail/465/con_paper_0_559_kawaguchi.pdf

Khan, A., Senga, T. and Thomas, J. (2017). Default Risk and Aggregate Fluctuations in An Economy with Production Heterogeneity. Retrieved from IDEAS website: https://ideas.repec.org/p/red/sed017/889.html

Kim, K. H. (2012). The global financial crisis and the Korean housing sector: how is this time different from the 1997 Asian Financial Crisis? In A. Bardhan, R. Edelstein and C. Kroll (Ed.), Global Housing Markets: Crises, Policies, and Institutions (pp. 399-419). New York: John Wiley.

King, R. G. and Rebelo, S. T. (1993). “Low Frequency Filtering and Real Business Cycles.” Journal of Economic Dynamics and Control 17(1-2): 207-231.

King, R. and Watson, M. (2012). “Inflation and Unit Labor Cost.” Journal of Money, Credit and Banking 44 (S2): 111-149.

Kiyotaki, N. and Moore, J. (1997). “Credit Cycles.” Journal of Political Economy 105(2): 211-248.

Kopecky, K. and Suen, R. (2010). “A Quantitative Analysis Of Suburbanization And The Diffusion Of The Automobile.” International Economic Review 51(4): 1003-1037.

Krainer, J. (2001). “A Theory of Liquidity in Residential Real Estate Markets.” Journal of Urban Economics 49(1): 32-53.

Krainer, J., Spiegel, M. and Yamori, N. (2010). “Asset Price Persistence and Real Estate Market Illiquidity: Evidence from Japanese Land Values.” Real Estate Economics 38(2): 171-196.

Krueger, D., Mitman, K. and Perri, F. (2016). Macroeconomics and Household Heterogeneity. In J. Taylor and H. Uhlig (Ed.), Handbook of Macroeconomics (pp. 843-921). New York: Elsevier.

Kwan, Y. K., Leung, C. K. Y. and Dong, J. (2015). “Comparing Consumption-Based Asset Pricing Models: The Case of An Asian City.” Journal of Housing Economics 28: 18-41.

Kwong, S. K. S. and Leung, C. K. Y. (2000). “Price Volatility of Commercial and Residential Property.” Journal of Real Estate Finance and Economics 20(1): 25-36.

Kydland, F., Rupert, P. and Sustek, R. (2016). “Housing Dynamics over The Business Cycle.” International Economic Review 57(4): 1149-1177.

Lambertini, L., Nuguer, V. and Uysal, P. (2017). “Mortgage Default in An Estimated Model of The U.S. Housing Market.” Journal of Economic Dynamics and Control 76: 171-201.

Laufer, S. (2018). “Equity Extraction and Mortgage Default.” Review of Economic Dynamics 28: 1-33.

Leung, C. (1999). “Income Tax, Property Tax, and Tariff in A Small Open Economy.” Review of International Economics 7(3): 541-554.

Leung, C. (2001). “Relating International Trade to The Housing Market.” Review of Development Economics 5(2): 328-35.

Leung, C. (2003). “Economic Growth and Increasing House Price.” Pacific Economic Review 8(2): 183-190.

Leung, C. (2004). “Macroeconomics and Housing: A Review of The Literature.” Journal of Housing Economics 13(4): 249-267.

Leung, C. (2007). “Equilibrium Correlations of Asset Price and Return.” Journal of Real Estate Finance and Economics 34(2): 233-256.

Leung, C. (2014). “Error Correction Dynamics of House Price: An Equilibrium Benchmark.” Journal of Housing Economics 25: 75-95.

Leung, C. (2017). “A Special Issue on Housing, Credit Markets, and The Marcoeconomy: An Introduction.” Pacific Economic Review 22: 273-275.

Leung, C. and Chen, N. K. (2006). “Intrinsic Cycles of Land Price: A Simple Model.” Journal of Real Estate Research 28(3): 293-320.

Leung, C. and Chen, N. K. (2017). “A Special Issue on Housing, Credit Markets, and The Marcoeconomy: An Introduction.” Taiwan Economic Review 45 (1): 1-3.

Leung, C., Chow, K. K., Yiu, M. S. and Tam, D. C. (2011). “House Market in Chinese Cities: Dynamic Modeling, In-Sampling Fitting and Out-of-Sample Forecasting.” International Real Estate Review 14(1): 85-117.

Leung, C. and Feng, D. (2005). “What Drives The Property Price-Trading Volume Correlation: Evidence From A Commercial Real Estate Market.” Journal of Real Estate Finance and Economics 31(2): 241-255.

Leung, C., Lau, C. K. G., Leong, C. F. Y. (2002a). “Testing Alternative Theories of The Property Price-Trading Volume Correlation.” Journal of Real Estate Research 23(3): 253-63.

Leung, C., Leong, Y. C. F. and; Chan, I. Y. S. (2002b). “TOM: Why Isn’t Price Enough?” International Real Estate Review 5(1): 91-115.

Leung, C., Leong, Y. C. F. and Wong, K. S. K. (2006). “Housing Price Dispersion: An Empirical Investigation.” Journal of Real Estate Finance and Economics 32(3): 357-385.

Leung, C. and Quigley, J. (2007). “Special Issue on Macroeconomics, Regulation, and Housing: Introduction.” Journal of Housing Economics 16: 99-101.

Leung, C., Sarpca, S. and Yilmaz, K. (2012). “Public Housing Units vs. Housing Vouchers: Accessibility, Local Public Goods, and Welfare.” Journal of Housing Economics 21(4): 310-321.

Leung, C., Shi, S. and Tang, E. C. H. (2013). “Commodity House Prices.” Regional Science and Urban Economics 43(6): 875-887.

Leung, C., and Tang, E. C. H. (2012). Comparing Two Financial Crises: The Case of Hong Kong Real Estate Markets. In A. Bardhan, R. Edelstein and C. Kroll (Ed.), Global Housing Markets: Crises, Policies, and Institutions (pp. 377-398). New York: John Wiley.

Leung, C., and Teo, W. L. (2011). “Should The Optimal Portfolio Be Region-Specific? A Multi-Region Model with Monetary Policy and Asset Price Co-Movements.” Regional Science and Urban Economics 41(3): 293-304.

Leung, C. and Tse, C. Y. (2017). “Flipping in the housing market.” Journal of Economic Dynamics and Control 76: 232-263.

Leung, C., and Zhang, J. (2011). ““Fire Sales” in Housing Market: Is The House-Search Process Similar to A Theme Park Visit?” International Real Estate Review 14(3), 311-329.

Li, J. (2017). Housing Prices and The Comparative Advantage of Cities. mimeo.

Li, Z., Seiler, M. and Sun, H. (2017). Prospect Theory, Reverse Disposition Effect and The Housing Market (Working paper No. 2939186). Retrieved from SSRN website: https://ssrn.com/abstract=2939186

Liao, P. J., Wang, P., Wang, Y. C. and Yip, C. K. (2017). Educational Choice, Rural-urban Migration and Economic Development (Working paper No. 23939). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w23939

Lin, C. C., Mai, C. C. and Wang, P. (2004). “Urban Land Policy and Housing in An Endogenously Growing Monocentric City.” Regional Science and Urban Economics 34(3): 241-261.

Lin, Z. and Vandell, K. (2007). “Illiquidity and Pricing Biases in The Real Estate Market.” Real Estate Economics 35(3): 291-330.

Liu, Z., Wang, P. and Zha, T. (2013). “Land Price Dynamics and Macroeconomic Fluctuations.” Econometrica 81(3): 1147-1184.

Lucas, R. and Rossi-Hansberg, E. (2002). “On the Internal Structure of Cities.” Econometrica 70(4): 1445-1476.

Lum, S. K. (2012). Government Policy, Housing Finance, and Housing Production in Singapore. In A. Bardhan, R. Edelstein and C. Kroll (Ed.), Global Housing Markets: Crises, Policies, and Institutions (pp. 421-446). New York: John Wiley.

Luo, G. (2017). Rebuilding Household Credit Histories: Slow Jobless Recovery from Mortgage Crises (Working paper No. 2449073). Retrieved from SSRN website: https://ssrn.com/abstract= 2449073

Malpezzi, S. (2017a). “Residential Real Estate in The U.S. Financial Crisis, The Great Recession, and Their Aftermath.” Taiwan Economic Review 45(1): 5-56.

Malpezzi, S. (2017b). Recent Price and Quantity Volatility in Metropolitan Housing Markets: A First Look. Retrieved from: https://www.aeaweb.org/conference/2017/preliminary/paper/3K4kTHdb.

Malpezzi, S. (2017c). Who Ever Said It Was Easy? – Rutgers Center for Real Estate. Retrieved April 15, 2018, from https://www.rutgersrealestate.com/blog-re/who-ever-said-it-was-easy/

Malpezzi, S. and Sa-Aadu, J. (1996). “What Have African Housing Policies Wrought?” Real Estate Economics 24(2): 133-160.

McMillen, D. (2011). “Special Issue: The Effect of The Housing Crisis on State and Local Government Finances.” Regional Science and Urban Economics 41(4): 305.

Mera, K. and Renaud, B. (2000). Asia's Financial Crisis and The Role of Real Estate (New York: M. E. Sharpe).

Mian, A. and Sufi, A. (2015). House of Debt (Chicago: University of Chicago Press).

Mian, A. and Sufi, A. (2016). Who Bears the Cost of Recessions? The Role of House Prices and Household Debt (Working paper No. 22256). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w22256

Mitman, K. (2016). “Macroeconomic Effects of Bankruptcy and Foreclosure Policies.” American Economic Review 106(8): 2219-2255.

Nakamura, E. and Steinsson, J. (2017). Identification in Macroeconomics (Working paper No. 23968). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w23968

Nechyba, T. (2006). Income and Peer Sorting in Public and Private Schools. In E. Hanushek and F. Welch (Ed.), Handbook of the Economics of Education (pp. 1327-1369). Amsterdam: North Holland.

Ng, S. and P. Perron (2001). “Lag Length Selection and The Construction of Unit Root Tests with Good Size and Power.” Econometrica 69(6): 1519-54.

Ngai, R. and Tenreyro, S. (2014). “Hot and Cold Seasons in The Housing Market.” American Economic Review 104(12): 3991-4026.

Nguyen-Hoang, P. and Yinger, J. (2011). “The capitalization of school quality into house values: A review.” Journal of Housing Economics 20(1): 30-48.

Nobel Committee (2010). The Prize in Economic Sciences 2010 - Press Release. Retrieved April 15, 2018, from https://www.nobelprize.org/nobel_prizes/economic-sciences/laureates/2010/press.html

Ortalo-Magné, F. and Rady, S. (2006). “Housing Market Dynamics: On The Contribution of Income Shocks and Credit Constraints.” Review of Economic Studies 73(2): 459-485.

Ortalo-Magne, F. and Prat, A. (2014). “On The Political Economy of Urban Growth: Homeownership versus Affordability.” American Economic Journal: Microeconomics 6(1): 154-181.

Palmer, C. (2015). Why Did So Many Subprime Borrowers Default during The Crisis: Loose Credit or Plummeting Prices (Working paper No. 2665762). Retrieved from SSRN website: https://ssrn.com/abstract= 2665762

Pancrazi, R. (2015). “The heterogeneous Great Moderation.” European Economic Review 74: 207-228.

Phillips, P., Shi, S. and Yu, J. (2015a). “Testing for Multiple Bubbles: Historical Episodes of Exuberance and Collapse in The S&P 500,” International Economic Review 56(4): 1043-1078.

Phillips, P., Shi, S. and Yu, J. (2015b). “Testing for Multiple Bubbles: Limit Theory of Real Time Detectors.” International Economic Review 56(4): 1079-1134.

Piazzesi, M., Schneider, M. and Tuzel, S. (2007). “Housing, Consumption and Asset Pricing.” Journal of Financial Economics 83(3): 531-569.

Piazzesi, M. and Schneider, M. (2009). “Momentum Traders in The Housing Market: Survey Evidence and A Search Model,” American Economic Review 99(2): 406-411.

Piazzesi, M. and Schneider, M. (2016). Housing and Macroeconomics (Working paper No. 22354). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w22354

Pikorski, T. and Seru, A. (2018). Mortgage Market Design: Lessons from The Great Recession. Retrieved from: https://www.brookings.edu/wp-content/uploads/2018/03/6_piskorskiseru.pdf.

Quan, D. and Titman, S. (1999). “Do Real Estate Prices and Stock Prices Move Together? An International Analysis.” Real Estate Economics 27(2): 183-207.

Ríos-Rull, J. V. and Sánchez-Marcos, V. (2008). “An Aggregate Economy with Different Size Houses.” Journal of the European Economic Association 6 (2-3): 705-714.

Saiz, A. (2010). “The Geographic Determinants of Housing Supply.” Quarterly Journal of Economics 125(3): 1253-1296.

Sanders, A. and Van Order, R. (2011). “Introduction to The Special Issue on Housing and The Credit Crunch.” Journal of Housing Economics 20(2): 66-67.

Schiff, N. (2015). “Cities and product variety: evidence from restaurants.” Journal of Economic Geography 15(6), 1085-1123.

Seko, M., Sumita, K. and Naoi, M. (2012). The Recent Financial Crisis and The Housing Market in Japan. In A. Bardhan, R. Edelstein and C. Kroll (Ed.), Global Housing Markets: Crises, Policies, and Institutions (pp. 357-374). New York: John Wiley.

Sims, C. (2010). “But Economics Is Not An Experimental Science.” Journal of Economic Perspectives 24(2): 59-68.

Sims, C. (2012). “Statistical Modeling of Monetary Policy and Its Effects.” American Economic Review 102(4): 1187-1205.

Song, Z. and Xiong, W. (2018). Risks in China’s Financial System (Working paper No. 24230). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w24230

Stock, J. and Watson, M. (2002). “Macroeconomic Forecasting Using Diffusion Indexes” Journal of Business & Economic Statistics 20(2): 147-162.

Stokey, N. (2009). The Economics of Inaction (Princeton: Princeton University Press).

Sun, X. and Tsang, K. P. (2017). “What Drives The Owner‐Occupied and Rental Housing Markets? Evidence from An Estimated DSGE Model.” Journal of Money, Credit and Banking 49(2-3): 443-468.

Taylor, J. (1980). “Aggregate Dynamics and Staggered Contracts.” Journal of Political Economy 88(1) 1-23.

Tirtiroglu, D. (2012). Australia’s Economic Response to The Global Financial Crisis and Its Housing Markets. In A. Bardhan, R. Edelstein and C. Kroll (Ed.), Global Housing Markets: Crises, Policies, and Institutions (pp. 467-489). New York: John Wiley.

Tiwari, P. (2001). “Housing and Development Objectives in India.” Habitat International 25(2): 229-253.

Tomura, H. (2010). “International Capital Flows and Expectation-Driven Boom-Bust Cycles in The Housing Market.” Journal of Economic Dynamics and Control 34(10): 1993-2009.

Tse, C. Y. and Leung, C. (2002). “Increasing Wealth and Increasing Instability: The Role of Collateral.” Review of International Economics 10(1): 45-52.

United Nations (2016). The World’s Cities in 2016. Washington, D.C.: United Nations.

Wang, P. and Xie, D. (2014). Housing Dynamics: Theory Behind Empirics (Working paper No. 59057). Retrieved from Munich Personal RePEc Archive website: https://mpra.ub.uni-muenchen.de/59057/

Wang, Y. C., Wang, P., Yip, C. K. and Liao, P. J. (2017). Educational Choice, Rural-urban Migration and Economic Development: The Role of Zhaosheng in China. Retrieved from IDEAS website: https://ideas.repec.org/p/red/sed017/738.html

Wheaton, W. (1990). “Vacancy, Search, and Prices in A Housing Market Matching Model.” Journal of Political Economy 98(6): 1270-1292.

Wright, R., Kircher, P., Julîen, B. and Guerrieri, V. (2017). Directed Search: A Guided Tour (Working paper No. 23884). Retrieved from National Bureau of Economic Research website: http://www.nber.org/papers/w23884

Wu, J., Gyourko, J. and Deng, Y. (2012). “Evaluating Conditions in Major Chinese Housing Markets.” Regional Science and Urban Economics 42(3) 531-543.

Wu, J., Gyourko, J. and Deng, Y. (2016). “Evaluating The Risk of Chinese Housing Markets: What We Know and What We Need to Know.” China Economic Review 39: 91-114.

Wu, J. and Xia, F. (2016). “Measuring The Macroeconomic Impact of Monetary Policy at The Zero Lower Bound.” Journal of Money, Credit and Banking 48 (2-3): 253-291.

Yao, Y. (2018). “Accounting for The Decline in Homeownership among The Young.” Mimeo.

Yavaş, A. (1992). “A Simple Search and Bargaining Model of Real Estate Markets.” Real Estate Economics 20(4): 533-548.

Yavuz, A. (2014). “Interest Rate Fluctuations and Equilibrium in The Housing Market.” The B.E. Journal of Macroeconomics vol. 14(1): 1-32.

Yiu, M., Yu, J. and Jin, L. (2013). “Detecting Bubbles in Hong Kong Residential Property Market.” Journal of Asian Economics 28: 115-124.

Zhang, D., Cai, J., Liu, J. and Kutan, A. (2016). “Real Estate Investments and Financial Stability: Evidence from Regional Commercial Banks in China.” European Journal of Finance forthcoming.

Zheng, S. and Saiz, A. (2016). “Introduction to the special issue “China's urbanization and housing market,” Journal of Housing Economics, 33(C), 1-3.

Zhou, X. and Carroll, C. (2012). “Dynamics of Wealth and Consumption: New and Improved Measures for U.S. States.” B.E. Journal of Macroeconomics 12(2): 1-44.