Spatial error correction and cointegration in nonstationary panel data: Regional house prices in Israel

Journal of Geographical Systems

Volumn 12, Issue 2, 2010, Pages 189-206

  Beenstock, Michael ^a   Felsenstein, Daniel ^a  

^a HEBREW UNIVERSITY OF JERUSALEM   (Israel)

Author keywords

Error correction; Panel cointegration; Regional house prices; Spatial panel data

Indexed keywords

COINTEGRATION ANALYSIS; ECONOMIC ANALYSIS; ERROR CORRECTION; HOUSING MARKET; PANEL DATA; PRICE DYNAMICS; REGIONAL ECONOMY; SPATIAL ANALYSIS;

ISRAEL;

EID: 77952426007     PISSN: 14355930     EISSN: 14355949     Source Type: Journal    
DOI: 10.1007/s10109-010-0114-8     Document Type: Article

References (42)

1. Badinger H, Müller WG, Tondl G (2004) Regional convergence in the European Union 1985-1999: a spatial dynamic panel analysis. Reg Stud 38(3): 241-253.
2. Bai J, Ng S (2004) A PANIC attack on unit roots and cointegration. Econometrica 72: 1127-1177.
3. Baltagi BH, Li D (2004) Prediction in the panel data model with spatial correlation, pp 283-295. In: Anselin L, Florax R, Rey S (eds) Advances in spatial econometrics: methodology, tools and applications. Springer, Berlin.
4. Baltagi BH, Li D (2006) Prediction in the panel data model with spatial correlation: the case of liquor. Sp Econom Anal 1(2): 175-185.
5. Baltagi BH, Bresson G, Pirotte A (2007) Panel unit root tests and spatial dependence. J Appl Econom 22(2): 339-360.
6. Banerjee A, Hendry DF, Dolado J (1986) Exploring equilibrium relationships in econometrics through static models: some Monte Carlo evidence. Oxford Bull Econ Stat 48(3): 253-277.
7. Bar-Nathan M, Beenstock M, Haitovsky Y (1998) The market for housing in Israel. Reg Sci Urban Econ 28(1): 21-50.
8. Beenstock M, Felsenstein D (2007) Spatial vector autoregressions. Sp Econom Anal 2(2): 167-196.
9. Cameron G, Muellbauer J, Murphy A (2006) Was there a British house price bubble? Evidence from regional panel data, mimeo. University of Oxford, Oxford.
10. Capozza DR, Hendershott PH, Mack C, Mayer CJ (2004) Determinants of real house price dynamics. Real Estate Econom 32(1): 1-32.
11. Dornbusch R, Fischer S (1990) Macroeconomics, 5th edn. McGraw Hill, New York.
12. Elhorst JP (2003) Specification and estimation of spatial panel data models. Int Reg Sci Rev 26: 244-268.
13. Elhorst JP (2004) Serial and spatial error dependence in space-time models. In: Getis A, Mur J, Holler HG (eds) Spatial econometrics and spatial statistics. Palgrave Macmillan, London.
14. Engle R, Granger CWJ (1987) Co-integration and error correction: representation, estimation and testing. Econometrica 55(2): 251-276.
15. Fernandez-Kranz D, Hon MT (2006) A cross-section analysis of the income elasticity of housing demand in Spain: is there a real estate bubble? J Real Estate Finance Econ 32(4): 449-470.
16. Fingleton B (1999) Spurious spatial regression: some Monte Carlo results with a spatial unit root and spatial cointegration. J Reg Sci 39: 1-19.
17. Gallin J (2003) The long-run relationship between house prices and income: evidence from local housing markets. Finance and Economics Discussion Series, Federal Reserve Board, Washington DC.
18. Gengenbach C, Palm FC, Urbain J-P (2005) Panel cointegration testing in the presence of common factors, mimeo, Maastricht University.
19. Giacomini R, Granger CWJ (2004) Aggregation of space-time processes. J Econom 118(1-2): 7-26.
20. Groen JJJ, Kleibergen F (2003) Likelihood-based cointegration analysis in panels of vector error-correction models. J Bus Econ Stat 21: 295-314.
21. Holly S, Pesaran MH, Yamagata T (2010) A spatio-temporal model of house prices in the US. J Econom. forthcoming.
22. Im K, Pesaran MH, Shin Y (2003) Testing for unit roots in heterogeneous panels. J Econom 115(1): 53-74.
23. Johansen S (1995) Likelihood-based Inference in cointegrated vector autoregressive models. Oxford University Press, Oxford.
24. Kao C (1999) Spurious regression and residual based tests for cointegration in panel data. J Econom 90(1): 1-44.
25. Kearl JR (1979) Inflation, mortgages and housing. J Polit Econ 87(1): 1115-1138.
26. Lee L (2007) GMM and 2SLS estimation of mixed regressive, spatial autoregressive models. J Econom 137: 489-514.
27. MacDonald R, Taylor MP (1993) Regional house prices in Britain: long run relationships and short term dynamics. Scott J Polit Econ 40(1): 43-55.
28. Malpezzi S (1999) A simple error correction model of house prices. J Hous Econ 8(1): 27-62.
29. Mankiw NG (2003) Macroeconomics. Worth, New York.
30. Meen G (2002) Time- series behavior of house prices: a transatlantic divide? J Hous Econ 11(1): 1-23.
31. Newey W, West K (1994) Autocovariance lag selection in covariance matrix estimation. Rev Econ Stud 61(4): 631-653.
32. Pedroni P (1999) Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bull Econ Stat 61(4): 653-670.
33. Pedroni P (2004) Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econom Theory 20: 597-625.
34. Pesaran MH (2007) A simple panel unit root test in the presence of cross section dependence, mimeo. J Appl Econom 22(2): 265-310.
35. Phillips PCB, Moon H (1999) Linear regression limit theory for nonstationary panel data. Econometrica 67(5): 1011-1057.
36. Sachs JD, Larrain FB (1993) Macroeconomics in the global economy. Prentice Hall, New Jersey.
37. Smith LB (1969) A model of the Canadian housing and mortgage market. J Polit Econ 77(5): 795-816.
38. Stock J (1987) Asymptotic properties of least squares estimators of cointegrating vectors. Econometrica 55(5): 1035-1056.
39. Taylor WE (1980) Small sample considerations in estimation of panel data. J Econom 13(2): 203-233.
40. Witte J (1963) Microfoundations of the social investment schedule. J Polit Econ 74(5): 441-456.
41. Yule GU (1897) On the theory of correlation. J Roy Stat Soc 60(4): 812-854.
42. Yule GU (1926) Why do we sometimes get nonsense-correlations between time series? A study in sampling and the nature of time series. J Roy Stat Soc 89(1): 1-64.