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Volumn 20, Issue 2, 2003, Pages 133-155

International evidence on the predictability of return to securitized real estate assets: Econometric models versus neural networks

Author keywords

Forecasting; Neural networks; Real estate returns; Vector autoregressive models

Indexed keywords

ECONOMETRICS; FORECASTING METHOD; INTERNATIONAL COMPARISON; PROPERTY MARKET;

EID: 0141671708     PISSN: 09599916     EISSN: None     Source Type: Journal    
DOI: 10.1080/0959991032000109517     Document Type: Article
Times cited : (27)

References (49)
  • 2
    • 84977379610 scopus 로고
    • Price discovery in American and British property markets
    • Barkham, R. and Geltner, D. (1995) Price discovery in American and British property markets, Real Estate Economics 23, 21-44.
    • (1995) Real Estate Economics , vol.23 , pp. 21-44
    • Barkham, R.1    Geltner, D.2
  • 3
    • 0006853070 scopus 로고    scopus 로고
    • The information content of the yield curve for monetary policy: A survey
    • Berk, J.M. (1998) The information content of the yield curve for monetary policy: a survey, The Economist 146, 303-20.
    • (1998) The Economist , vol.146 , pp. 303-320
    • Berk, J.M.1
  • 4
    • 0001959632 scopus 로고
    • On the predictive power of interest rates and interest rates spreads
    • November/December
    • Bernanke, B.S. (1990) On the predictive power of interest rates and interest rates spreads, New England Economic Review November/December, 51-68.
    • (1990) New England Economic Review , pp. 51-68
    • Bernanke, B.S.1
  • 5
    • 0032771486 scopus 로고    scopus 로고
    • The impact of economic and financial factors on UK property performance
    • Brooks, C. and Tsolacos, S. (1999) The impact of economic and financial factors on UK property performance, Journal of Property Research 16(2), 139-52.
    • (1999) Journal of Property Research , vol.16 , Issue.2 , pp. 139-152
    • Brooks, C.1    Tsolacos, S.2
  • 7
    • 0006025588 scopus 로고    scopus 로고
    • The trading profitability of forecasts of the gilt-equity ratio
    • Brooks, C. and Persand, G. (2001) The trading profitability of forecasts of the gilt-equity ratio, International Journal of Forecasting 17, 11-29.
    • (2001) International Journal of Forecasting , vol.17 , pp. 11-29
    • Brooks, C.1    Persand, G.2
  • 8
    • 0035003829 scopus 로고    scopus 로고
    • Linkages between property asset returns and interest rates: Evidence for the UK
    • Brooks, C. and Tsolacos, S. (2001a) Linkages between property asset returns and interest rates: evidence for the UK, Applied Economics 33, 711-19.
    • (2001) Applied Economics , vol.33 , pp. 711-719
    • Brooks, C.1    Tsolacos, S.2
  • 9
    • 0035560658 scopus 로고    scopus 로고
    • Forecasting real estate returns using financial spreads
    • Brooks, C. and Tsolacos, S. (2001b) Forecasting real estate returns using financial spreads, Journal of Property Research 18, 235-48.
    • (2001) Journal of Property Research , vol.18 , pp. 235-248
    • Brooks, C.1    Tsolacos, S.2
  • 10
    • 84986154314 scopus 로고    scopus 로고
    • The cyclical relations between traded property stock prices and aggregate time-series
    • Brooks, S., Tsolacos, S. and Lee, S. (2000) The cyclical relations between traded property stock prices and aggregate time-series, Journal of Property Investment and Finance 18(6), 540-64.
    • (2000) Journal of Property Investment and Finance , vol.18 , Issue.6 , pp. 540-564
    • Brooks, S.1    Tsolacos, S.2    Lee, S.3
  • 11
    • 0000007521 scopus 로고
    • The dividend price ratio and expectations of future dividends and discount factors
    • Campbell, J. and Shiller, R. (1988) The dividend price ratio and expectations of future dividends and discount factors, Review of Financial Studies 1, 195-228.
    • (1988) Review of Financial Studies , vol.1 , pp. 195-228
    • Campbell, J.1    Shiller, R.2
  • 12
    • 84983931920 scopus 로고
    • Risk and return on real estate: Evidence from equity REITs
    • Chan, K.C., Hendershott, P.H. and Sanders, A.B. (1990) Risk and return on real estate: evidence from equity REITs, AREUEA Journal 18, 431-52.
    • (1990) AREUEA Journal , vol.18 , pp. 431-452
    • Chan, K.C.1    Hendershott, P.H.2    Sanders, A.B.3
  • 13
    • 0141759885 scopus 로고    scopus 로고
    • An ex post comparative evaluation of office rent prediction models
    • Chaplin, R. (1998) An ex post comparative evaluation of office rent prediction models, Journal of Property Valuation and Investment 16(1), 21-37.
    • (1998) Journal of Property Valuation and Investment , vol.16 , Issue.1 , pp. 21-37
    • Chaplin, R.1
  • 14
    • 84986172478 scopus 로고    scopus 로고
    • Predicting real estate returns: Walking backwards into the future
    • Chaplin, R. (2000) Predicting real estate returns: walking backwards into the future, Journal of Property Investment and Finance 18(3), 352-70.
    • (2000) Journal of Property Investment and Finance , vol.18 , Issue.3 , pp. 352-370
    • Chaplin, R.1
  • 15
    • 84977738382 scopus 로고
    • Financial investment opportunities and the macroeconomy
    • Chen, N.-F. (1991) Financial investment opportunities and the macroeconomy, Journal of Finance 46(2), 529-54.
    • (1991) Journal of Finance , vol.46 , Issue.2 , pp. 529-554
    • Chen, N.-F.1
  • 16
    • 0031232374 scopus 로고    scopus 로고
    • Real estate and arbitrage pricing theory: Microvariables vs derived factors
    • Chen, S., Hsieh, C.H. and Jordan, B.D. (1997) Real estate and arbitrage pricing theory: microvariables vs derived factors, Real Estate Economics 25(3), 505-23.
    • (1997) Real Estate Economics , vol.25 , Issue.3 , pp. 505-523
    • Chen, S.1    Hsieh, C.H.2    Jordan, B.D.3
  • 17
    • 0000027842 scopus 로고
    • Is the gilt-equity yield ratio useful for predicting UK stock returns?
    • Clare, A.D., Thomas, S.H. and Wickens, M.R. (1994) Is the gilt-equity yield ratio useful for predicting UK stock returns?, Economic Journal 104, 303-15.
    • (1994) Economic Journal , vol.104 , pp. 303-315
    • Clare, A.D.1    Thomas, S.H.2    Wickens, M.R.3
  • 19
    • 0002853099 scopus 로고    scopus 로고
    • Forecast combining with neural networks
    • Donaldson, G. and Kamstra, M. (1996) Forecast combining with neural networks, Journal of Forecasting 15, 49-61.
    • (1996) Journal of Forecasting , vol.15 , pp. 49-61
    • Donaldson, G.1    Kamstra, M.2
  • 20
    • 84977702570 scopus 로고
    • The term structure as a predictor of real economic activity
    • Estrella, A. and Hardouvelis, G.A. (1991) The term structure as a predictor of real economic activity, Journal of Finance 46, 555-76.
    • (1991) Journal of Finance , vol.46 , pp. 555-576
    • Estrella, A.1    Hardouvelis, G.A.2
  • 21
    • 0001119285 scopus 로고    scopus 로고
    • The predictive power of the term structure of interest rates in europe and the United States: Implications for the European Central Bank
    • Estrella, A. and Mishkin, F.S. (1997) The predictive power of the term structure of interest rates in europe and the United States: implications for the European Central Bank, European Economic Review 41, 1375-401.
    • (1997) European Economic Review , vol.41 , pp. 1375-1401
    • Estrella, A.1    Mishkin, F.S.2
  • 22
    • 0001247735 scopus 로고
    • Artificial neural networks: An application to residential valuation in the UK
    • Evans, A., James, H. and Collins, A. (1992) Artificial neural networks: an application to residential valuation in the UK, Journal of Property Valuation and Investment, 11, 195-204.
    • (1992) Journal of Property Valuation and Investment , vol.11 , pp. 195-204
    • Evans, A.1    James, H.2    Collins, A.3
  • 24
    • 84934453931 scopus 로고
    • The variation of economic risk premiums
    • Ferson, W. and Harvey, C. (1991) The variation of economic risk premiums. Journal of Political Economy 99, 385-415.
    • (1991) Journal of Political Economy , vol.99 , pp. 385-415
    • Ferson, W.1    Harvey, C.2
  • 25
    • 0031116184 scopus 로고    scopus 로고
    • The term structure of Euro-rates: Some evidence in support of the expectations hypothesis
    • Gerlach, S. and Smets, F. (1997) The term structure of Euro-rates: some evidence in support of the expectations hypothesis, Journal of International Money and Finance 16, 305-21.
    • (1997) Journal of International Money and Finance , vol.16 , pp. 305-321
    • Gerlach, S.1    Smets, F.2
  • 26
    • 43949152349 scopus 로고
    • The term structure spread and future changes in long and short rates in the G7 countries
    • Hardouvelis, G. (1994) The term structure spread and future changes in long and short rates in the G7 countries, Journal of Monetary Economics 33, 255-83.
    • (1994) Journal of Monetary Economics , vol.33 , pp. 255-283
    • Hardouvelis, G.1
  • 27
    • 0003109543 scopus 로고
    • The real term structure and consumption growth
    • Harvey, C.R. (1988) The real term structure and consumption growth, Journal of Financial Economics 22, 305-33.
    • (1988) Journal of Financial Economics , vol.22 , pp. 305-333
    • Harvey, C.R.1
  • 28
    • 0031138827 scopus 로고    scopus 로고
    • Book-to-market, dividend yield, and expected market returns: A time-series analysis
    • Kothari, S.P. and Shanken, J. (1997) Book-to-market, dividend yield, and expected market returns: a time-series analysis, Journal of Financial Economics 44, 169-203.
    • (1997) Journal of Financial Economics , vol.44 , pp. 169-203
    • Kothari, S.P.1    Shanken, J.2
  • 29
    • 0006023642 scopus 로고    scopus 로고
    • The information content of the gilt-equity yield ratio
    • Levin, E.J. and Wright, R.E. (1998) The information content of the gilt-equity yield ratio, Manchester School Supplement 66, 89-101.
    • (1998) Manchester School Supplement , vol.66 , pp. 89-101
    • Levin, E.J.1    Wright, R.E.2
  • 31
    • 0000414772 scopus 로고
    • The predictability of returns on equity REITs and their co-movement with other assets
    • Liu, C.H. and Mei, J. (1992) The predictability of returns on equity REITs and their co-movement with other assets, Journal of Real Estate Finance and Economics 5, 401-18.
    • (1992) Journal of Real Estate Finance and Economics , vol.5 , pp. 401-418
    • Liu, C.H.1    Mei, J.2
  • 32
    • 0005658187 scopus 로고    scopus 로고
    • Property company performance and real interest rates: A regime-switching approach
    • Lizieri, C. and Satchell, S. (1997) Property company performance and real interest rates: a regime-switching approach Journal of Property Research 14, 85-97.
    • (1997) Journal of Property Research , vol.14 , pp. 85-97
    • Lizieri, C.1    Satchell, S.2
  • 34
    • 0006143682 scopus 로고
    • Real estate returns and the macroeconomy: Some empirical evidence from real estate investment trust data, 1972-1991
    • McCue, T.E. and Kling, J.L. (1994) Real estate returns and the macroeconomy: some empirical evidence from real estate investment trust data, 1972-1991, Journal of Real Estate Research 9(3), 5-32.
    • (1994) Journal of Real Estate Research , vol.9 , Issue.3 , pp. 5-32
    • McCue, T.E.1    Kling, J.L.2
  • 36
    • 0001601867 scopus 로고
    • The predictability of real estate returns and market timing
    • Mei, J. and Liu, C.H. (1994) The predictability of real estate returns and market timing, Journal of Real Estate Finance and Economics 8, 115-35.
    • (1994) Journal of Real Estate Finance and Economics , vol.8 , pp. 115-135
    • Mei, J.1    Liu, C.H.2
  • 37
    • 0042855450 scopus 로고
    • The effect of interest-rate movements on real estate investment trusts
    • Mueller, G.R. and Pauley, K.R. (1995) The effect of interest-rate movements on real estate investment trusts, Journal of Real Estate Research 10(3), 319-25.
    • (1995) Journal of Real Estate Research , vol.10 , Issue.3 , pp. 319-325
    • Mueller, G.R.1    Pauley, K.R.2
  • 38
    • 0141871434 scopus 로고
    • Statistical properties of returns: Financial assets versus commercial real estate
    • Myer, F.C.N. and Webb, J.R. (1994a) Statistical properties of returns: financial assets versus commercial real estate, Journal of Real Estate Finance and Economics 8, 267-82.
    • (1994) Journal of Real Estate Finance and Economics , vol.8 , pp. 267-282
    • Myer, F.C.N.1    Webb, J.R.2
  • 39
    • 0002621611 scopus 로고
    • Retail stocks, retail REITs and retail real estate
    • Myer, F.C.N. and Webb, J.R. (1994b) Retail stocks, retail REITs and retail real estate, Journal of Real Estate Research 9, 65-84.
    • (1994) Journal of Real Estate Research , vol.9 , pp. 65-84
    • Myer, F.C.N.1    Webb, J.R.2
  • 40
    • 84993877356 scopus 로고
    • Predictability of stock returns: Robustness and economic significance
    • Pesaran, H. and Timmerman, A. (1995) Predictability of stock returns: robustness and economic significance, The Journal of Finance 50(4), 1201-28.
    • (1995) The Journal of Finance , vol.50 , Issue.4 , pp. 1201-1228
    • Pesaran, H.1    Timmerman, A.2
  • 41
    • 0000379411 scopus 로고    scopus 로고
    • Do common factors in returns on stocks and bonds explain returns on REITs?
    • Peterson, J.D. and Hsieh, C.H. (1997) Do common factors in returns on stocks and bonds explain returns on REITs?, Real Estate Economics 25(2), 321-45.
    • (1997) Real Estate Economics , vol.25 , Issue.2 , pp. 321-345
    • Peterson, J.D.1    Hsieh, C.H.2
  • 42
    • 0001606625 scopus 로고    scopus 로고
    • Economic factors and the stock market: A new perspective
    • Qi, M. and Maddala, G.S. (1999) Economic factors and the stock market: a new perspective, Journal of Forecasting 18, 151-66.
    • (1999) Journal of Forecasting , vol.18 , pp. 151-166
    • Qi, M.1    Maddala, G.S.2
  • 45
    • 0141647944 scopus 로고    scopus 로고
    • The long-term advantages to incorporating indirect securities in direct real estate portfolios
    • Stevenson, S. (2001) The long-term advantages to incorporating indirect securities in direct real estate portfolios, Journal of Real Estate Portfolio Management 7(1), 5-16.
    • (2001) Journal of Real Estate Portfolio Management , vol.7 , Issue.1 , pp. 5-16
    • Stevenson, S.1
  • 46
    • 0003251053 scopus 로고
    • Artificial intelligence and the mass appraisal of residential apartments
    • Tay, D.P.H. and Ho, K.H.H. (1991) Artificial intelligence and the mass appraisal of residential apartments, Journal of Property Valuation and Investment 10, 525-40.
    • (1991) Journal of Property Valuation and Investment , vol.10 , pp. 525-540
    • Tay, D.P.H.1    Ho, K.H.H.2
  • 48
    • 0141759884 scopus 로고    scopus 로고
    • Neural network vs. hedonic price model: Appraisal of high-density condominiums
    • (edited by K. Wang and M.L. Wolverton), KAP, Boston
    • Wong, K.C., So, A.T.P. and Hung, Y.C. (2002) Neural network vs. hedonic price model: appraisal of high-density condominiums, in Real Estate Valuation Theory (edited by K. Wang and M.L. Wolverton), KAP, Boston, pp. 181-98.
    • (2002) Real Estate Valuation Theory , pp. 181-198
    • Wong, K.C.1    So, A.T.P.2    Hung, Y.C.3
  • 49
    • 0001626809 scopus 로고
    • An exploration of neural networks and its application to real estate valuation
    • Worzala, E., Lenk, M. and Silva, A. (1995) An exploration of neural networks and its application to real estate valuation, Journal of Real Estate Research 10(2), 185-201.
    • (1995) Journal of Real Estate Research , vol.10 , Issue.2 , pp. 185-201
    • Worzala, E.1    Lenk, M.2    Silva, A.3


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