Modeling spatial autocorrelation in spatial interaction data: An application to patent citation data in the european union

Journal of Regional Science

Volumn 48, Issue 5, 2008, Pages 969-989

  Fischer, Manfred M ^a   Griffith, Daniel A ^b  

^a VIENNA UNIVERSITY OF ECONOMICS AND BUSINESS   (Austria)

^b UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOCORRELATION; ECONOMETRICS; ECONOMIC ANALYSIS; EIGENVALUE; EUROPEAN UNION; MODELING; SPATIAL ANALYSIS;

EID: 55449135334     PISSN: 00224146     EISSN: 14679787     Source Type: Journal    
DOI: 10.1111/j.1467-9787.2008.00572.x     Document Type: Article

References (35)

1. Anselin, Luc. 1988. Spatial Econometrics: Methods and Models. Dordrecht, Boston, and London: Kluwer.
2. Baxter, Mike J. 1987. "Testing for Misspecification in Models of Spatial Flows," Environment and Planning A, 19, 1153-1160.
3. Black, William R. 1992. "Network Autocorrelation in Transportation Network and Flow Systems," Geographical Analysis, 24 (3), 207-222.
4. Black, William R. and I. Thomas. 1998. "Accidents on Belgium's Motorways: A Network Autocorrelation Analysis," Journal of Transport Geography, 6, 23-31.
5. Bolduc, Denis, Richard Laferriere, and Gino Santarossa. 1992. "Spatial Autoregressive Error Components in Travel Flow Models," Regional Science and Urban Economics, 22 (3), 371-385.
6. Bolduc, Denis, Richard Laferriere, and Gino Santarossa. 1995. "Spatial Autoregressive Error Components in Travel Flow Models: An Application to Aggregate Mode Choice," in L. Anselin and R.J. Florax (eds.), New Directions in Spatial Econometrics. Berlin, Heidelberg, New York: Springer, pp. 96-108.
7. Brandsma, A.S. and R.H. Ketellapper. 1979. "A Biparametric Approach to Spatial Autocorrelation," Environment and Planning A, 11 (1), 51-58.
8. Cox, D.R. and H.D. Miller. 1965. The Theory of Stochastic Processes. London: Methuen.
9. Cressie, Noel A.C. 1991. Statistics for Spatial Data. New York: John Wiley.
10. Cressie, Noel, Anthony Olsen, and Dianne Cook. 1996. "Massive Data Sets: Problems and Possibilities, with Application to Environmental Monitoring," in Committee on Applied and Theoretical Statistics (eds.), Massive Data Sets: Proceedings of a Workshop. Washington, DC: Board on Mathematical Sciences, National Research Council, pp. 115-119.
11. Curry, Leslie. 1972. "A Spatial Analysis of Gravity Flows," Regional Studies, 6 (2), 131-147.
12. Fischer, Manfred M., Martin Reismann, and Thomas Scherngell. 2006a. "From Conventional to Spatial Econometric Models of Spatial Interactions." Paper Presented at the International Workshop on Spatial Econometrics and Statistics, May 25-27, Rome, Italy.
13. Fischer, Manfred M., Thomas Scherngell, and Eva Jansenberger. 2006b. "The Geography of Knowledge Spillovers in Europe-Evidence from a Model of Interregional Patent Citations in High-Tech Industries," Geographical Analysis, 38 (3), 288-309.
14. Flowerdew, Robin and Murray Aitkin. 1982. "A Method of Fitting the Gravity Model Based on the Poisson Distribution," Journal of Regional Science, 22, 191-202.
15. Flowerdew, Robin and Andrew Lovett. 1988. "Fitting Constrained Poisson Regression Models To Interurban Migration Flows," Geographical Analysis, 20 (4), 297-307.
16. Fotheringham, A. Stewart and Morton E. O'Kelly. 1989. Spatial Interaction Models. Formulations and Applications. Dordrecht, Boston, London: Kluwer.
17. Getis, Arthur and Daniel A. Griffith. 2002. "Comparative Spatial Filtering in Regression Analysis," Geographical Analysis, 34 (2), 130-140.
18. Griffith, Daniel A. 1988. Advanced Spatial Statistics. Dordrecht: Martinus Nijhoff.
19. Griffith, Daniel A. 1996. "Spatial Autocorrelation and Eigenfunctions of the Geographic Weight Matrix Accompanying Geo-Referenced Data," The Canadian Geographer, 40, 351-367.
20. Griffith, Daniel A. 2000. "A Linear Regression Solution to the Spatial Autocorrelation Problem," Journal of Geographical Systems, 2 (2), 141-156.
21. Griffith, Daniel A. 2002. "A Spatial Filtering Specification for the Auto-Poisson Model," Statistics & Probability Letters, 58, 245-251.
22. Griffith, Daniel A. 2003. Spatial Autocorrelation and Spatial Filtering. Berlin, Heidelberg, New York: Springer.
23. Griffith, Daniel A. 2004. "A Spatial Filtering Specification for the Auto-Logistic Model," Environment and Planning A, 36 (10), 1791-1811.
24. Griffith, Daniel A. and Ken Jones. 1980. "Explorations into the Relationship Between Spatial Structure and Spatial Interaction," Environment and Planning A, 12 (2), 187-201.
25. Hepple, Leslie W. 1995. "Bayesian Techniques in Spatial and Network Econometrics: 2. Computational Methods and Algorithms,"Environment and Planning A, 27 (3), 615-644.
26. Jaffe, Adam B. and Michael Trajtenberg. 2002. Patents, Citations & Innovations. Massachusetts: MIT Press.
27. LeSage, James, and Kelley R. Pace. 2007. Spatial Econometric Modeling of Origin-Destination Flows (March 5, 2007). Available at SSRN: http://ssrn.com/abstract=924609.
28. LeSage, James, Manfred M. Fischer, and Thomas Scherngell. 2007. Knowledge Spillovers across Europe. Evidence from a Poisson Spatial Interaction Model with Spatial Effects. Papers in Regional Science, 86, 393-421.
29. Ng, Esmond G. and Barry W. Peyton. 1993. "Block Sparse Cholesky Algorithms on Advanced Multiprocessor Computers," SIAM Journal of Scientific Computing, 14 (5), 1034-1056.
30. Pace, R. Kelley, and Ronald Barry. 1997. "Quick Computation of Spatial Autoregressive Estimators," Geographical Analysis, 29 (3), 232-246.
31. Sen, Ashish and Tony Smith. 1995. Gravity Models of Spatial Interaction Behavior. Berlin, Heidelberg, New York: Springer.
32. Sen, Ashish and Sim Sööt. 1981. "Selected Procedures for Calibrating the Generalized Gravity Model," Papers of the Regional Science Association, 48, 165-176.
33. Tiefelsdorf, Michael and Gerhard Braun. 1999. "Network Autocorrelation in Poisson Regression Residuals: Inter-District Migration Patterns and Trends within Berlin." Paper presented at the 11th European Colloquium on Quantitative and Theoretical Geography, September 3-7, Durham City, England.
34. Tiefelsdorf, Michael and Daniel A. Griffith. 2007. "Semiparametric Filtering of Spatial Autocorrelation: The Eigenvector Approach," Environment and Planning A, 39 (5), 1139-1221.
35. Wilson, Alan. 1970. Entropy in Urban and Regional Modelling. London: Pion.