Dynamic spatial panels: models, methods, and inferences

Journal of Geographical Systems - Tập 14 Số 1 - Trang 5-28 - 2012
J. Paul Elhorst1
1Department of Economics and Econometrics, University of Groningen, P.O. Box 800, 9700 AV Groningen, The Netherlands

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Tài liệu tham khảo

Anselin L (1988) Spatial econometrics: methods and models. Kluwer, Dordrecht

Anselin L, Le Gallo J, Jayet H (2008) Spatial panel econometrics. In: Mátyás L, Sevestre P (eds) The econometrics of panel data, fundamentals and recent developments in theory and practice, 3rd edn. Kluwer, Dordrecht, pp 627–662

Arrelano M (2003) Panel data econometrics. Oxford University Press, Oxford

Arrelano M, Bond S (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58(2):277–297

Balestra P, Nerlove M (1966) Pooling cross-section and time-series data in the estimation of a dynamic model: the demand for natural gas. Econometrica 34(3):585–612

Baltagi BH (2005) Econometric analysis of panel data, 3rd edn. Wiley, Chichester

Baltagi BH, Song SH, Koh W (2003) Testing panel data models with spatial error correlation. J Econom 117(1):123–150

Baltagi BH, Song SH, Jung BC, Koh W (2006) Testing for serial correlation, spatial autocorrelation and random effects using panel data. J Econom 140(1):5–51

Baltagi BH, Egger P, Pfaffermayr M (2007) A generalized spatial panel data model with random effects. http://ideas.repec.org/p/max/cprwps/113.html

Beck N (2001) Time-series-cross-section data: what have we learned in the past few years? Ann Rev Polit Sci 4:271–293

Beenstock M, Felsenstein D (2007) Spatial vector autoregressions. Spatial Econ Anal 2(2):167–196

Bhargava A, Sargan JD (1983) Estimating dynamic random effects models from panel data covering short time periods. Econometrica 51(6):1635–1659

Blanchard OJ, Katz LF (1992) Regional evolutions. Brookings Pap Econ Act 23(1):1–75

Blundell R, Bond S (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econom 87(1):115–143

Brady RR (2011) Measuring the diffusion of housing prices across space and time. J Appl Econom 26(2):213–231

Bun M, Carree M (2005) Bias-corrected estimation in dynamic panel data models. J Bus Econ Stat 3(2):200–211

Burridge P (1981) Testing for a common factor in a spatial autoregression model. Environ Plan A 13(7):795–800

Cressie N, Wikle CK (2011) Statistics for spatial-temporal data. Wiley, Blackwell

Debarsy N, Ertur C, LeSage JP (2011) Interpreting dynamic space-time panel data models. Stat Methodol. doi: 10.1016/j.stamet.2011.02.002

De Groot AJ, Elhorst JP (2010). Labour market effects of flexicurity from a regional perspective. Tijdschrift voor Economische en Sociale Geografie [J Econ Soc Geogr] 101(4):392–408

Driscoll JC, Kraay AC (1998) Consistent covariance matrix estimation with spatially dependent data. Rev Econ Stat 80(4):549–560

Elhorst JP (2001) Dynamic models in space and time. Geogr Anal 33(2):119–140

Elhorst JP (2003) Specification and estimation of spatial panel data models. Int Reg Sci Rev 26(3):244–268

Elhorst JP (2005) Unconditional maximum likelihood estimation of linear and log-linear dynamic models for spatial panels. Geogr Anal 37(1):62–83

Elhorst JP (2008a) Serial and spatial autocorrelation. Econ Lett 100(3):422–424

Elhorst JP (2008b) A spatiotemporal analysis of aggregate labour force behaviour by sex and age across the European Union. J Geogr Syst 10(2):167–190

Elhorst JP (2010a) Spatial panel data models. In: Fischer MM, Getis A (eds) Handbook of applied spatial analysis. Springer, Berlin, Heidelberg and New York, pp 377–407

Elhorst JP (2010b) Matlab software for spatial panels. Paper presented at 4th world conference of the spatial econometric association, Chicago

Elhorst JP (2010c) Applied spatial econometrics: raising the bar. Spatial Econ Anal 5(1):9–28

Elhorst JP (2010d) Dynamic panels with endogenous interaction effects when T is small. Reg Sci Urban Econ 40(5):272–282

Elhorst JP, Piras G, Arbia G (2010a) Growth and convergence in a multi-regional model with space-time dynamics. Geogr Anal 42(3):338–355

Elhorst JP, Zandberg E, De Haan J (2010b) The impact of interaction effects among neighboring countries on financial reform: a dynamic spatial panel data approach. Mimeo, Groningen

Enders W (1995) Applied econometric time series. Wiley, New York

Ertur C, Koch W (2007) Growth, technological interdependence and spatial externalities: theory and evidence. J Appl Econom 22(6):1033–1062

Fingleton B, Le Gallo J (2008) Estimating spatial models with endogenous variables, a spatial lag en spatially dependent disturbances: finite sample properties. Pap Reg Sci 87(3):319–339

Franzese RJ Jr, Hays JC (2007) Spatial econometric models of cross-sectional interdependence in political science panel and time-series-cross-section data. Political Anal 15(2):140–164

Greene WH (2005) Econometric analysis, 6th edn. Pearson Prentice Hall, New Jersey

Hahn J, Kuersteiner G (2002) Asymptotically unbiased inference for a dynamic panel model with fixed effects when both n and T are large. Econometrica 70(4):1639–1657

Hamilton JD (1994) Time series analysis. Princeton University Press, New Jersey

Hendry DF (1995) Dynamic econometrics. Oxford University Press, Oxford

Hsiao C (2003) Analysis of panel data, 2nd edn. Cambridge University Press, Cambridge

Hsiao C, Pesaran MH, Tahmiscioglu AK (2002) Maximum likelihood estimation of fixed effects dynamic panel data models covering short time periods. J Econom 109(1):107–150

Jacobs JPAM, Ligthart JE, Vrijburg H (2009) Dynamic panel data models featuring endogenous interaction and spatially correlated errors. http://ideas.repec.org/p/ays/ispwps/paper0915.html

Kapoor M, Kelejian HH, Prucha IR (2007) Panel data models with spatially correlated error components. J Econom 140(1):97–130

Kelejian HH, Prucha IR (1998) A generalized spatial two stage least squares procedure for estimating a spatial autoregressive model with autoregressive disturbances. J Real Estate Finance Econ 17(1):99–121

Kelejian HH, Prucha IR (1999) A generalized moments estimator for the autoregressive parameter in a spatial model. Int Econ Rev 40(2):509–533

Kelejian HH, Prucha IR (2002) 2SLS and OLS in a spatial autoregressive model with equal spatial weights. Reg Sci Urban Econ 32(6):691–707

Kelejian HH, Prucha IR (2010) Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances. J Econom 157(1):53–67

Kelejian HH, Prucha IR, Yuzefovich Y (2006) Estimation problems in models with spatial weighting matrices which have blocks of equal elements. J Reg Sci 46(3):507–515

Kholodilin KA, Siliverstovs B, Kooths S (2008) A dynamic panel data approach to the forecasting of the GDP of German Länder. Spatial Econ Anal 3(2):195–207

Kiviet JF (1995) On bias, inconsistency and efficiency of some estimators in dynamic panel data models. J Econom 68(1):53–78

Korniotis GM (2010) Estimating panel models with internal and external habit formation. J Bus Econ Stat 28(1):145–158

Kukenova M, Monteiro JA (2009) Spatial dynamic panel model and system GMM: a Monte Carlo investigation. http://ideas.repec.org/p/pra/mprapa/11569.html

Lee LF (2004) Asymptotic distribution of quasi-maximum likelihood estimators for spatial autoregressive models. Econometrica 72(6):1899–1925

Lee LF, Yu J (2010a) Some recent developments in spatial panel data models. Reg Sci Urban Econ 40(5):255–271

Lee LF, Yu J (2010b) Estimation of spatial autoregressive panel data models with fixed effects. J Econom 154(2):165–185

Lee LF, Yu J (2010c). Efficient GMM estimation of spatial dynamic panel data models with fixed effects. http://www.economics.smu.edu.sg/events/Paper/LungfeiLee.pdf

Lee LF, Yu J (2010d) A spatial dynamic panel data model with both time and individual fixed effects. Econom Theory 26(2):564–597

LeSage JP, Pace RK (2009) Introduction to spatial econometrics. CRC Press Taylor & Francis Group, Boca Raton

Nerlove M (1999) Properties of alternative estimators of dynamic panel models: an empirical analysis of cross-country data for the study of economic growth. In: Hsiao C, Lahiri K, Lee LF, Pesaran MH (eds) Analysis of panels and limited dependent variable models. Cambridge University Press, Cambridge, pp 136–170

Nerlove M, Balestra P (1996) Formulation and estimation of econometric models for panel data. In: Mátyás L, Sevestre P (eds) The econometrics of panel data, 2nd revised edition. Dordrecht, Kluwer, pp 3–22

Newey W, West K (1987) A simple positive semi-definite heteroskedasticity and autocorrelation consistent covariance matrix. Econometrica 55(3):703–708

Nickell S (1981) Biases in dynamic models with fixed effects. Econometrica 49(6):1417–1426

Parent O, LeSage JP (2010) A spatial dynamic panel model with random effects applied to commuting times. Transp Res Part B 44(5):633–645

Parent O, LeSage JP (2011) A space-time filter for panel data models containing random effects. Comput Stat Data Anal 55(1):475–490

Pesaran MH, Tosetti E (2011) Large panels with common factors and spatial correlation. J Econom 161(2):182–202

Yang Z, Li C, Tse YK (2006) Functional form and spatial dependence in spatial panels. Econ Lett 91(1):138–145

Yu J, De Jong R, Lee L (2008) Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large. J Econom 146(1):118–134