Revisiting estimation methods for spatial econometric interaction models
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DOI: 10.1007/s43071-021-00016-1
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References listed on IDEAS
- Kerkman, Kasper & Martens, Karel & Meurs, Henk, 2017. "A multilevel spatial interaction model of transit flows incorporating spatial and network autocorrelation," Journal of Transport Geography, Elsevier, vol. 60(C), pages 155-166.
- Kelejian, Harry H. & Prucha, Ingmar R., 2010.
"Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances,"
Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
- Harry H. Kelejian & Ingmar R. Prucha, 2008. "Specification and Estimation of Spatial Autoregressive Models with Autoregressive and Heteroskedastic Disturbances," CESifo Working Paper Series 2448, CESifo.
- Kelejian, Harry H. & Prucha, Ingmar R., 2004. "Estimation of simultaneous systems of spatially interrelated cross sectional equations," Journal of Econometrics, Elsevier, vol. 118(1-2), pages 27-50.
- Manfred M. Fischer & James P. LeSage, 2020.
"Network dependence in multi-indexed data on international trade flows,"
Journal of Spatial Econometrics, Springer, vol. 1(1), pages 1-26, December.
- Fischer, Manfred M. & LeSage, James P., 2020. "Network dependence in multi-indexed data on international trade flows," Working Papers in Regional Science 2020/01, WU Vienna University of Economics and Business.
- James P. Lesage, 1997. "Bayesian Estimation of Spatial Autoregressive Models," International Regional Science Review, , vol. 20(1-2), pages 113-129, April.
- A. Porojan, 2001. "Trade Flows and Spatial Effects: The Gravity Model Revisited," Open Economies Review, Springer, vol. 12(3), pages 265-280, July.
- L W Hepple, 1995. "Bayesian Techniques in Spatial and Network Econometrics: 2. Computational Methods and Algorithms," Environment and Planning A, , vol. 27(4), pages 615-644, April.
- Pace, R. Kelley & LeSage, James P., 2004. "Chebyshev approximation of log-determinants of spatial weight matrices," Computational Statistics & Data Analysis, Elsevier, vol. 45(2), pages 179-196, March.
- James E. Anderson, 2011.
"The Gravity Model,"
Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
- James E. Anderson, 2010. "The Gravity Model," NBER Working Papers 16576, National Bureau of Economic Research, Inc.
- Ming-Long Lee & R. Kelley Pace, 2005. "Spatial Distribution of Retail Sales," The Journal of Real Estate Finance and Economics, Springer, vol. 31(1), pages 53-69, August.
- Kelejian, Harry H & Prucha, Ingmar R, 1998.
"A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances,"
The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
- Harry H. Kelejian & Ingmar R. Prucha, 1997. "A Generalized Spatial Two Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," Electronic Working Papers 97-002, University of Maryland, Department of Economics, revised Aug 1997.
- James Paul LeSage, 2020. "Fast MCMC estimation of multiple W-matrix spatial regression models and Metropolis–Hastings Monte Carlo log-marginal likelihoods," Journal of Geographical Systems, Springer, vol. 22(1), pages 47-75, January.
- Kazuki Tamesue & Morito Tsutsumi, 2016. "Dealing with Intraregional Flows in Spatial Econometric Gravity Models," Advances in Spatial Science, in: Roberto Patuelli & Giuseppe Arbia (ed.), Spatial Econometric Interaction Modelling, chapter 0, pages 105-119, Springer.
- Debarsy, Nicolas & LeSage, James, 2018.
"Flexible dependence modeling using convex combinations of different types of connectivity structures,"
Regional Science and Urban Economics, Elsevier, vol. 69(C), pages 48-68.
- Nicolas Debarsy & James Lesage, 2018. "Flexible dependence modeling using convex combinations of different types of connectivity structures," Post-Print halshs-03319303, HAL.
- James P. LeSage & R. Kelley Pace, 2008. "Spatial Econometric Modeling Of Origin‐Destination Flows," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 941-967, December.
- Debarsy, Nicolas & LeSage, James, 2018.
"Flexible dependence modeling using convex combinations of different types of connectivity structures,"
Regional Science and Urban Economics, Elsevier, vol. 69(C), pages 48-68.
- Nicolas Debarsy & James Lesage, 2018. "Flexible dependence modeling using convex combinations of different types of connectivity structures," Post-Print halshs-03319303, HAL.
- Nicolas Debarsy & James Lesage, 2018. "Flexible dependence modeling using convex combinations of different types of connectivity structures," Post-Print hal-01744625, HAL.
- Oshan, Taylor M., 2020. "The spatial structure debate in spatial interaction modeling: 50 years on," OSF Preprints 42vxn, Center for Open Science.
- Paula Margaretic & Christine Thomas-Agnan & Romain Doucet, 2017.
"Spatial dependence in (origin-destination) air passenger flows,"
Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 357-380, June.
- Doucet, Romain & Margaretic, Paula & Thomas-Agnan, Christine & Villotta, Quentin, 2014. "Spatial dependence in (origin-destination) air passenger flows," TSE Working Papers 14-494, Toulouse School of Economics (TSE).
- Paula Margaretic & Christine Thomas-Agnan & Romain Doucet, 2017. "Spatial dependence in (origin-destination) air passenger flows," Post-Print halshs-01698556, HAL.
- Michel Goulard & Thibault Laurent & Christine Thomas-Agnan, 2017.
"About predictions in spatial autoregressive models: optimal and almost optimal strategies,"
Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(2-3), pages 304-325, July.
- Thomas-Agnan, Christine & Laurent, Thibault & Goulard, Michel, 2013. "About predictions in spatial autoregressive models : Optimal and almost optimal strategies," TSE Working Papers 13-452, Toulouse School of Economics (TSE), revised Dec 2016.
- Smirnov, Oleg A. & Anselin, Luc E., 2009. "An O(N) parallel method of computing the Log-Jacobian of the variable transformation for models with spatial interaction on a lattice," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2980-2988, June.
- Roberto Patuelli & Giuseppe Arbia (ed.), 2016. "Spatial Econometric Interaction Modelling," Advances in Spatial Science, Springer, number 978-3-319-30196-9, February.
- Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
- Holloway, Garth & Shankar, Bhavani & Rahman, Sanzidur, 2002. "Bayesian spatial probit estimation: a primer and an application to HYV rice adoption," Agricultural Economics, Blackwell, vol. 27(3), pages 383-402, November.
- Elhorst, J. Paul & Lacombe, Donald J. & Piras, Gianfranco, 2012. "On model specification and parameter space definitions in higher order spatial econometric models," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 211-220.
- Lee, Lung-Fei, 2002. "Consistency And Efficiency Of Least Squares Estimation For Mixed Regressive, Spatial Autoregressive Models," Econometric Theory, Cambridge University Press, vol. 18(2), pages 252-277, April.
- Harry H. Kelejian & Dennis P. Robinson, 1995. "Spatial Correlation: A Suggested Alternative to the Autoregressive Model," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax (ed.), New Directions in Spatial Econometrics, chapter 3, pages 75-95, Springer.
- Lung-Fei Lee, 2004. "Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models," Econometrica, Econometric Society, vol. 72(6), pages 1899-1925, November.
- J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
Citations
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Cited by:
- Dargel, Lukas & Thomas-Agnan, Christine, 2022. "A generalized framework for estimating spatial econometric interaction models," TSE Working Papers 22-1312, Toulouse School of Economics (TSE).
- Yu, Haijing & Shen, Shaowei & Han, Lei & Ouyang, Jian, 2024. "Spatiotemporal heterogeneities in the impact of the digital economy on carbon emission transfers in China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
- Thomas-Agnan, Christine & Dargel, Lukas, 2023. "Efficient Estimation of Spatial Econometric Interaction Models for Sparse OD Matrices," TSE Working Papers 23-1409, Toulouse School of Economics (TSE).
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More about this item
Keywords
Origin-destination flows; Cross-sectional dependence; Maximum likelihood; Two-stage least-squares; Bayesian Markov chain Monte Carlo;All these keywords.
JEL classification:
- C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
Statistics
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