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A method for spatial-temporal forecasting with an application to real estate prices

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Cited by:

  1. Zhao, Xiaobing & Fletcher, Jerald J., 2004. "An Optimal Control Approach To Water Quality Trading: Cost-Effective Point/Nonpoint Management In A Watershed Framework," 2004 Annual meeting, August 1-4, Denver, CO 20195, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  2. Juergen Deppner & Marcelo Cajias, 2024. "Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 68(2), pages 235-273, February.
  3. Richards, Timothy J. & Acharya, Ram N. & Kagan, Albert, 2008. "Spatial competition and market power in banking," Journal of Economics and Business, Elsevier, vol. 60(5), pages 436-454.
  4. Terrence M. Clauretie & Nasser Daneshvary, 2009. "Estimating the House Foreclosure Discount Corrected for Spatial Price Interdependence and Endogeneity of Marketing Time," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 37(1), pages 43-67, March.
  5. Ilir Nase & Jim Berry & Alastair Adair, 2016. "Impact of quality-led design on real estate value: a spatiotemporal analysis of city centre apartments," Journal of Property Research, Taylor & Francis Journals, vol. 33(4), pages 309-331, October.
  6. Thanos, Sotirios & Dubé, Jean & Legros, Diègo, 2016. "Putting time into space: the temporal coherence of spatial applications in the housing market," Regional Science and Urban Economics, Elsevier, vol. 58(C), pages 78-88.
  7. Dani Gamerman & Ajax R. B. Moreira, 2015. "Multivariate Spatial Regression Models," Discussion Papers 0116, Instituto de Pesquisa Econômica Aplicada - IPEA.
  8. Xiaolong Liu, 2013. "Spatial and Temporal Dependence in House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 47(2), pages 341-369, August.
  9. Becchio, Cristina & Bottero, Marta Carla & Corgnati, Stefano Paolo & Dell’Anna, Federico, 2018. "Decision making for sustainable urban energy planning: an integrated evaluation framework of alternative solutions for a NZED (Net Zero-Energy District) in Turin," Land Use Policy, Elsevier, vol. 78(C), pages 803-817.
  10. Andrea Chegut & Piet Eichholtz & Paulo Rodrigues, 2015. "Spatial Dependence in International Office Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 51(2), pages 317-350, August.
  11. Hua Sun & Seow Ong, 2014. "Bidding Heterogeneity, Signaling Effect and its Implications on House Seller’s Pricing Strategy," The Journal of Real Estate Finance and Economics, Springer, vol. 49(4), pages 568-597, November.
  12. Tony Smith & Peggy Wu, 2009. "A spatio-temporal model of housing prices based on individual sales transactions over time," Journal of Geographical Systems, Springer, vol. 11(4), pages 333-355, December.
  13. Nicolás Durán & J. Paul Elhorst, 2023. "Induced earthquakes and house prices: the role of spatiotemporal and global effects," Journal of Geographical Systems, Springer, vol. 25(2), pages 157-183, April.
  14. Huang, Danyang & Hu, Wei & Jing, Bingyi & Zhang, Bo, 2023. "Grouped spatial autoregressive model," Computational Statistics & Data Analysis, Elsevier, vol. 178(C).
  15. Joe Tak-Yun Wong & Eddie Hui & William Seabrooke & John Raftery, 2005. "A study of the Hong Kong property market: housing price expectations," Construction Management and Economics, Taylor & Francis Journals, vol. 23(7), pages 757-765.
  16. Ghysels, Eric & Plazzi, Alberto & Valkanov, Rossen & Torous, Walter, 2013. "Forecasting Real Estate Prices," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 509-580, Elsevier.
  17. Ilir Nase & Nick van Assendelft & Hilde Remøy, 2019. "Rent Premiums and Vertical Sorting in Amsterdam’s Multi-Tenant Office Buildings," The Journal of Real Estate Finance and Economics, Springer, vol. 59(3), pages 419-460, October.
  18. Acharya, Ram N. & Kagan, Albert & Richards, Timothy J., 2006. "Profitability and Long-term Survival of Community Banks: Evidence from Texas," 2006 Annual meeting, July 23-26, Long Beach, CA 21453, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  19. Bartz, Kevin & Fuchs-Schündeln, Nicola, 2012. "The role of borders, languages, and currencies as obstacles to labor market integration," European Economic Review, Elsevier, vol. 56(6), pages 1148-1163.
  20. René Van der Kruk, 2001. "Economic Impacts of Wetland Amenities A Spatial Econometric Analysis of the Housing Market," ERSA conference papers ersa01p76, European Regional Science Association.
  21. Mduma, John K. & Wobst, Peter, 2005. "Village Level Labor Market Development in Tanzania: Evidence from Spatial Econometrics," Discussion Papers 276260, University of Bonn, Center for Development Research (ZEF).
  22. Wieser, Robert, 2009. "Parameterstabilität in hedonischen Bodenpreismodellen [Stability of Parameters in Hedonic Urban Land Price Models]," MPRA Paper 65859, University Library of Munich, Germany.
  23. Soto, Patricia & Vandeveer, Lonnie R. & Henning, Steven A., 2002. "Spatial Relationships In Rural Land Markets With Emphasis On A Flexible Weights Matrix," 2002 Annual meeting, July 28-31, Long Beach, CA 19731, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  24. Duran, Nicolas & Elhorst, J. Paul, 2017. "A Spatio-temporal-similarity and Common Factor Approach of Individual Housing Prices," Research Report 2018007-EEF, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  25. Brasington, David M. & Haurin, Donald R., 2009. "Parents, peers, or school inputs: Which components of school outcomes are capitalized into house value?," Regional Science and Urban Economics, Elsevier, vol. 39(5), pages 523-529, September.
  26. Richard J. Vyn & Ryan M. McCullough, 2014. "The Effects of Wind Turbines on Property Values in Ontario: Does Public Perception Match Empirical Evidence?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 62(3), pages 365-392, September.
  27. Zhao, Xiaobing & Fletcher, Jerald J., 2011. "A spatial–temporal optimization approach to watershed management: Acid mine drainage treatment in the Cheat River watershed, WV, USA," Ecological Modelling, Elsevier, vol. 222(9), pages 1580-1591.
  28. Füss, Roland & Koller, Jan A., 2016. "The role of spatial and temporal structure for residential rent predictions," International Journal of Forecasting, Elsevier, vol. 32(4), pages 1352-1368.
  29. Jin Zhao, 2019. "Information Entropy-Based Housing Spatiotemporal Dependence," The Journal of Real Estate Finance and Economics, Springer, vol. 58(1), pages 21-50, January.
  30. Are Oust & Simen N. Hansen & Tobias R. Pettrem, 2020. "Combining Property Price Predictions from Repeat Sales and Spatially Enhanced Hedonic Regressions," The Journal of Real Estate Finance and Economics, Springer, vol. 61(2), pages 183-207, August.
  31. Edoardo Otranto & Massimo Mucciardi & Pietro Bertuccelli, 2016. "Spatial effects in dynamic conditional correlations," Journal of Applied Statistics, Taylor & Francis Journals, vol. 43(4), pages 604-626, March.
  32. Asuncion Beamonte & Pilar Gargallo & Manuel Salvador, 2010. "Analysis of housing price by means of STAR models with neighbourhood effects: a Bayesian approach," Journal of Geographical Systems, Springer, vol. 12(2), pages 227-240, June.
  33. Nicolas Debarsy & James P Lesage, 2019. "Using Convex Combinations of Spatial Weights in Spatial Autoregressive Models," Post-Print halshs-03509810, HAL.
  34. Victor De Oliveira, 2013. "Poisson Kriging," Working Papers 0166mss, College of Business, University of Texas at San Antonio.
  35. Seow Ong & Poh Neo & Yong Tu, 2008. "Foreclosure Sales: The Effects of Price Expectations, Volatility and Equity Losses," The Journal of Real Estate Finance and Economics, Springer, vol. 36(3), pages 265-287, April.
  36. Lambert, Dayton M. & Malzer, Gary L. & Lowenberg-DeBoer, James, 2004. "General Moment And Quasi-Maximum Likelihood Estimation Of A Spatially Autocorrelated System Of Equations: An Empirical Example Using On-Farm Precision Agriculture Data," Staff Papers 28667, Purdue University, Department of Agricultural Economics.
  37. Mark D. Ecker & Victor De Oliveira, 2007. "Bayesian Spatial Modeling of Housing Prices Subject to a Localized Externality," Working Papers 0030, College of Business, University of Texas at San Antonio.
  38. Richards, Timothy J. & Gómez, Miguel I. & Pofahl, Geoffrey, 2012. "A Multiple-discrete/Continuous Model of Price Promotion," Journal of Retailing, Elsevier, vol. 88(2), pages 206-225.
  39. Jorge Chica-Olmo & Rafael Cano-Guervos & Mario Chica-Rivas, 2019. "Estimation of Housing Price Variations Using Spatio-Temporal Data," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
  40. Massimiliano Agovino & Antonio Garofalo, 2013. "Dipendenza spaziale contemporanea e non contemporanea nei tassi di disoccupazione: un tentativo di analisi empirica dei dati provinciali italiani," RIVISTA DI ECONOMIA E STATISTICA DEL TERRITORIO, FrancoAngeli Editore, vol. 2013(3), pages 45-82.
  41. Fernando A. López Hernández & Coro Chasco Yrigoyen, 2004. "Space-Time Lags: Specification Strategy In Spatial Regression Models," Econometrics 0411005, University Library of Munich, Germany.
  42. Hongxia Wang & Jinde Wang & Bo Huang, 2012. "Prediction for spatio-temporal models with autoregression in errors," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 24(1), pages 217-244.
  43. Hua Sun & Yong Tu & Shi-Ming Yu, 2005. "A Spatio-Temporal Autoregressive Model for Multi-Unit Residential Market Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 155-187, September.
  44. Philipp Otto & Wolfgang Schmid, 2018. "Spatiotemporal analysis of German real-estate prices," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 41-72, January.
  45. Jean Dubé & Diègo Legros, 2013. "Dealing with spatial data pooled over time in statistical models," Letters in Spatial and Resource Sciences, Springer, vol. 6(1), pages 1-18, March.
  46. Sören Gröbel, 2018. "Regional heterogeneity in age-related housing depreciation rates [Regionale Heterogenität altersbedingter Wertminderungen von Wohnimmobilien]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 38(2), pages 219-254, October.
  47. R. Kelley Pace & Darren Hayunga, 2020. "Examining the Information Content of Residuals from Hedonic and Spatial Models Using Trees and Forests," The Journal of Real Estate Finance and Economics, Springer, vol. 60(1), pages 170-180, February.
  48. Eddie Chi Man Hui & Cong Liang & Ziyou Wang & Yuan Wang, 2016. "The roles of developer’s status and competitive intensity in presale pricing in a residential market: A study of the spatio-temporal model in Hangzhou, China," Urban Studies, Urban Studies Journal Limited, vol. 53(6), pages 1203-1224, May.
  49. Jin Zhao, 2015. "The Anisotropic Spatiotemporal Estimation of Housing Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 50(4), pages 484-516, May.
  50. Seoung Hwan Suh & Kabsung Kim, 2014. "Global financial crisis and early warning system of Korean housing market," Chapters, in: Susan Wachter & Man Cho & Moon Joong Tcha (ed.), The Global Financial Crisis and Housing, chapter 4, pages 62-81, Edward Elgar Publishing.
  51. Gamerman, Dani & Moreira, Ajax R. B., 2004. "Multivariate spatial regression models," Journal of Multivariate Analysis, Elsevier, vol. 91(2), pages 262-281, November.
  52. Lambert, Dayton M. & Griffin, Terry W., 2004. "Analysis Of Government Farm Subsidies On Farmland Cash Rental Rates Using A Fixed Effect Spatial Distributed Lag Model And A Translog Cost Model," 2004 Annual meeting, August 1-4, Denver, CO 19977, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  53. Kiefer, Hua, 2011. "The house price determination process: Rational expectations with a spatial context," Journal of Housing Economics, Elsevier, vol. 20(4), pages 249-266.
  54. Alicia N. Rambaldi & Cameron S. Fletcher, 2014. "Hedonic Imputed Property Price Indexes: The Effects of Econometric Modeling Choices," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 423-448, November.
  55. Massimiliano Bencardino & Antonio Nesticò, 2017. "Demographic Changes and Real Estate Values. A Quantitative Model for Analyzing the Urban-Rural Linkages," Sustainability, MDPI, vol. 9(4), pages 1-14, March.
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