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