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Research Articles

The Blessing of Dimensionality in Forecasting Real House Price Growth in the Nine Census Divisions of the U.S.

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Pages 89-109 | Published online: 17 Jun 2020

  • Abraham, J.M. and P.H. Hendershott. Bubbles in Metropolitan Housing Markets. Journal of Housing Research, 1996, 7:2, 191–207. Bubbles in Metropolitan Housing Markets. Journal of Housing Research 7 191 207
  • Bernanke, B.S. and M. Gertler. Inside the Black Box: The Credit Channel of Monetary Transmission. Journal of Economic Perspectives, 1995, 9:4, 27–48. Inside the Black Box: The Credit Channel of Monetary Transmission. Journal of Economic Perspectives 9 27 48
  • Bernanke, B.S., J. Boivin, and P. Eliazs. Measuring the Effects of Monetary Policy: A Factor Augmented Vector Autoregressive (FAVAR) Approach. The Quarterly Journal of Economics, 2005, 120, 387–422. Measuring the Effects of Monetary Policy: A Factor Augmented Vector Autoregressive (FAVAR) Approach. The Quarterly Journal of Economics 120 387 422
  • Boivin, J. and S. Ng. Understanding and Comparing Factor Based Forecasts. International Journal of Central Banking, 2005, 1:3, 117–52. Understanding and Comparing Factor Based Forecasts. International Journal of Central Banking 1 117 52
  • Boivin, J., M. Giannoni, and I. Mihov. Sticky Prices and Monetary Policy: Evidence from Disaggregated U.S. Data. American Economic Review, 2009, 99:1, 350–84. Sticky Prices and Monetary Policy: Evidence from Disaggregated U.S. Data. American Economic Review 99 350 84
  • Burger, P. and L.J. Van Rensburg. Metropolitan House Prices in South Africa: Do They Converge? South African Journal of Economics, 2008, 76:2, 291–97. Metropolitan House Prices in South Africa: Do They Converge? South African Journal of Economics 76 291 97
  • Carlino, G.A. and R.H. DeFina. The Differential Regional Effects of Monetary Policy. The Review of Economics and Statistics, 1998, 80:4, 572–87. The Differential Regional Effects of Monetary Policy The Review of Economics and Statistics 80 572 87
  • Carlino, G.A. and R.H. DeFina. Do States Respond Differently to Changes in Monetary Policy? Business Review, July/August, 17–27. Do States Respond Differently to Changes in Monetary Policy? Business Review 17 27
  • Cho, M. House Price Dynamics: A Survey of Theoretical and Empirical Issues. Journal of Housing Research, 1996, 7:2, 145–72. House Price Dynamics: A Survey of Theoretical and Empirical Issues. Journal of Housing Research 7 145 72
  • Das, S., R. Gupta, and A. Kabundi. Is a DFM Well-Suited for Forecasting Regional House Price Inflation? Journal of Forecasting, Forthcoming, 2008.
  • Das, S., R. Gupta, and A. Kabundi. Could We Have Forecasted the Recent Downturn in the South African Housing Market? Journal of Housing Economics, 2009, 18:4, 325–35. Could We Have Forecasted the Recent Downturn in the South African Housing Market? Journal of Housing Economics 18 325 35
  • Doan, T.A., R.B. Litterman, and C.A. Sims. Forecasting and Conditional Projections Using Realistic Prior Distributions. Econometric Reviews, 1984, 3:3, 1–100. Forecasting and Conditional Projections Using Realistic Prior Distributions. Econometric Reviews 3 1 100
  • Dua, P. and S.M. Miller. Forecasting Connecticut Home Sales in a BVAR Framework Using Coincident and Leading Indexes. Journal of Real Estate Finance and Economics, 1996, 13: 3, 219–35. Forecasting Connecticut Home Sales in a BVAR Framework Using Coincident and Leading Indexes. Journal of Real Estate Finance and Economics 13 219 35
  • Dua, P. and D.J. Smyth. Forecasting U.S. Home Sales using BVAR Models and Survey Data on Households' Buying Attitude for Homes. Journal of Forecasting, 1995, 14:3, 217–27. Forecasting U.S. Home Sales using BVAR Models and Survey Data on Households' Buying Attitude for Homes. Journal of Forecasting 14 217 27
  • Dua, P., S.M. Miller, and D.J. Smyth. Using Leading Indicators to Forecast U.S. Home Sales in a Bayesian Vector Autoregressive Framework. Journal of Real Estate Finance and Economics, 1999, 18:2, 191–205. Using Leading Indicators to Forecast U.S. Home Sales in a Bayesian Vector Autoregressive Framework. Journal of Real Estate Finance and Economics 18 191 205
  • Forni, M., M. Hallin, M. Lippi, and L. Reichlin. Do Financial Variables Help Forecasting Inflation and Real Activity in the Euro Area? Journal of Monetary Economics, 2003, 50:6, 1243–55. Do Financial Variables Help Forecasting Inflation and Real Activity in the Euro Area? Journal of Monetary Economics 50 1243 55
  • Forni, M., M. Hallin, M. Lippi, and L. Reichlin. The Generalized Dynamic Factor Model, One Sided Estimation and Forecasting. Journal of the American Statistical Association, 2005, 100:471, 830–40. The Generalized Dynamic Factor Model, One Sided Estimation and Forecasting. Journal of the American Statistical Association 100 830 40
  • Gupta, R. Forecasting the South African Economy with VARs and VECMs. South African Journal of Economics, 2006, 74:4, 611–28. Forecasting the South African Economy with VARs and VECMs. South African Journal of Economics 74 611 28
  • Gupta, R. and S. Das. Spatial Bayesian Methods for Forecasting House Prices in Six Metropolitan Areas of South Africa. South African Journal of Economics, 2008a, 76:2, 298– 313. Spatial Bayesian Methods for Forecasting House Prices in Six Metropolitan Areas of South Africa South African Journal of Economics 76 298 313
  • Gupta, R. and S. Das. Predicting Downturns in the U.S. Housing Market. Journal of Real Estate Economics and Finance, Forthcoming, 2008b.
  • Gupta, R. and A. Kabundi. A Dynamic Factor Model for Forecasting Macroeconomic Variables in South Africa. Working Paper No. 200815, Department of Economics, University of Pretoria, 2008a.
  • Gupta, R. and A. Kabundi. Forecasting Macroeconomic Variables using Large Datasets: Dynamic Factor Model vs. Large-Scale BVARs. Indian Economic Review, Forthcoming, 2008b.
  • Gupta, R. and A. Kabundi. Forecasting Macroeconomic Variables in a Small Open Economy: A Comparison between Small-and Large-Scale Models. Journal of Forecasting, 2010, 29:1–2, 168–85. Forecasting Macroeconomic Variables in a Small Open Economy: A Comparison between Small-and Large-Scale Models. Journal of Forecasting 29 168 85
  • Gupta, R. and M. Sichei. A BVAR Model for the South African Economy. South African Journal of Economics, 2006, 74:3, 391–409. A BVAR Model for the South African Economy. South African Journal of Economics 74 391 409
  • Iacoviello, M. and S. Neri. Housing Market Spillovers: Evidence from an Estimated DSGE Model. American Economic Journal of Macroeconomics, Forthcoming, 2010.
  • International Monetary Fund. World Economic Outlook: Asset Prices and the Business Cycle, 2000.
  • Johnes, G. and T. Hyclak. House Prices and Regional Labor Markets. Annals of Regional Science, 1999, 33:1, 33–49. House Prices and Regional Labor Markets. Annals of Regional Science 33 33 49
  • Kinal, T. and J. Ratner. A VAR Forecasting Model of a Regional Economy: Its Construction and Comparison. International Regional Science Review, 1986, 10:2, 113–26. A VAR Forecasting Model of a Regional Economy: Its Construction and Comparison. International Regional Science Review 10 113 26
  • Litterman, R.B. A Bayesian Procedure for Forecasting with Vector Autoregressions. Working Paper, Federal Reserve Bank of Minneapolis, 1981.
  • Litterman, R.B. Forecasting with Bayesian Vector Autoregressions—Five Years of Experience. Journal of Business and Economic Statistics, 1986, 4:1, 25–38. Forecasting with Bayesian Vector Autoregressions—Five Years of Experience. Journal of Business and Economic Statistics 4 25 38
  • Rapach, D.E. and J.K. Strauss. Differences in Housing Price Forecast ability Across U.S. States. International Journal of Forecasting, Forthcoming, 2008.
  • Rapach, D.E. and J.K. Strauss. Differences in Housing Price Forecastability Across U.S. States. International Journal of Forecasting, 2009, 25:2, 351–72. Differences in Housing Price Forecastability Across U.S. States. International Journal of Forecasting 25 351 72
  • Shoesmith, G.L. Co-integration, Error Correction and Medium-Term Regional VAR Forecasting. Journal of Forecasting, 1992, 11:1, 91–109. Co-integration, Error Correction and Medium-Term Regional VAR Forecasting. Journal of Forecasting 11 91 109
  • Sims, C.A. Macroeconomics and Reality. Econometrica, 1980, 48:1, 1–48. Macroeconomics and Reality. Econometrica 48 1 48
  • Sims, C.A., J.H. Stock, and M.W. Watson. Inference in Linear Time Series Models with Some Unit Roots. Econometrica, 1990, 58:1, 113–44. Inference in Linear Time Series Models with Some Unit Roots. Econometrica 58 113 44
  • Spencer, D.E. Developing a Bayesian Vector Autoregression Model. International Journal of Forecasting, 1993, 9:3, 407–21. Developing a Bayesian Vector Autoregression Model. International Journal of Forecasting 9 407 21
  • Stock, J.H. and M.W. Watson. Forecasting Output and Inflation: The Role of Asset Prices. Journal of Economic Literature, 2003, 41:3, 788–829. Forecasting Output and Inflation: The Role of Asset Prices. Journal of Economic Literature 41 788 829
  • Theil, H. Principles of Econometrics. New York: John Wiley, 1971. Principles of Econometrics.
  • Todd, R.M. Improving Economic Forecasting with Bayesian Vector Autoregression. Federal Reserve Bank of Minneapolis. Quarterly Review, 1984, Fall, 18–29.
  • Topel, R.H. and S. Rosen. Housing Investment in the United States. Journal of Political Economy, 1988, 96:4, 718–40. Housing Investment in the United States. Journal of Political Economy 96 718 40
  • Vargas-Silva, C. The Effect of Monetary Policy on Housing: A Factor Augmented Approach. Applied Economics Letters, 2008a, 15:10, 749–52. The Effect of Monetary Policy on Housing: A Factor Augmented Approach. Applied Economics Letters 15 749 52
  • Vargas-Silva, C. Monetary Policy and the U.S. Housing Market: A VAR Analysis Imposing Sign Restrictions. Journal of Macroeconomics, 2008b, 30:3, 977–90. Monetary Policy and the U.S. Housing Market: A VAR Analysis Imposing Sign Restrictions. Journal of Macroeconomics 30 977 90
  • Zellner, A. A Tale of Forecasting 1001 Series: The Bayesian Knight Strikes Again. International Journal of Forecasting, 1986, 2:4, 491–94. A Tale of Forecasting 1001 Series: The Bayesian Knight Strikes Again. International Journal of Forecasting 2 491 94

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