Knowledge spillovers across Europe: Evidence from a Poisson spatial interaction model with spatial effects

Papers in Regional Science

Volumn 86, Issue 3, 2007, Pages 393-421

  LeSage, James P ^a   Fischer, Manfred M ^b   Scherngell, Thomas ^b  

^a TEXAS STATE UNIVERSITY   (United States)

^b VIENNA UNIVERSITY OF ECONOMICS AND BUSINESS   (Austria)

Author keywords

Bayesian Markov Chain Monte Carlo; Knowledge spillovers; Origin destination flows; Patent citations; Spatially structured random effects

Indexed keywords

BAYESIAN ANALYSIS; GEOGRAPHICAL KNOWLEDGE; MARKOV CHAIN; POISSON RATIO; SPATIAL ANALYSIS; SPILLOVER EFFECT;

EURASIA; EUROPE;

EID: 34548246880     PISSN: 10568190     EISSN: 14355957     Source Type: Journal    
DOI: 10.1111/j.1435-5957.2007.00125.x     Document Type: Article

References (25)

1. Barry R, Pace RK (1997) Kriging with large data sets using sparse matrix techniques. Communications in Statistics-Computation and Simulation 26: 619-629
2. Bernstein J, Nadiri M (1988) Interindustry R&D spillovers, rates of returns and production in high-tech industries. American Economic Review 78: 429-434
3. Besag JE, Kooperberg CL (1995) On conditional and intrinsic autoregressions. Biometrika 82: 733-746
4. Co CY (2006) Co-evolution of invention activities among cities in New England. Papers in Regional Science 85: 47-71
5. Cameron AC, Trivedi PK (1998) Regression analysis of count data. Cambridge University Press, Cambridge
6. Chib S, Greenberg E, Winkelmann R (1998) Posterior simulation and bayes factors in panel count data models. Journal of Econometrics 86: 335-344
7. Chib S, Nardari F, Shephard N (2002) Markov chain Monte Carlo methods for stochastic volatility models. Journal of Econometrics 108: 281-316
8. Christensen O, Roberts G, Sköld M (2006) Robust MCMC methods for spatial GLMM's. Journal of Computational and Graphical Statistics 15: 1-17
9. Fischer MM, Reggiani A (2004) Spatial interaction models: From the gravity to the neural network approach. In Cappello R, Nijkamp P (eds) Urban dynamics and growth. Advances in Urban Economics. Elsevier, Amsterdam
10. Fischer MM, Reismann M (2002) A methodology for neural spatial interaction modelling. Geographical Analysis 34: 207-228
11. Fischer MM, Reismann M, Scherngell T (2006a) Spatial interaction and spatial autocorrelation. Paper Presented at the International Workshop on Spatial Econometrics and Statistics, May 25-27, Rome, Italy
12. Fischer MM, Scherngell T, Jansenberger E (2006b) The geography of knowledge spillovers between high-technology firms in Europe: Evidence from a spatial interaction modelling perspective. Geographical Analysis 38: 288-309
13. Frühwirth-Schnatter S, Wagner H (2004) Data augmentation and Gibbs sampling for regression models of small counts. IFAS Research Paper Series 2004-04
14. Gelfand AE, Sahu S, Carlin BP (1995) Efficient parameterizations for normal linear mixed models. Biometrika 82: 479-488
15. Gelman A, Carlin JB, Stern HS, Rubin DB (1995) Bayesian data analysis. Chapman & Hall, London
16. Griliches Z (1992) The search for R&D spillovers. Scandinavian Journal of Economics 94: Supplement, 29-47
17. Jaffe AB, Fogarty MS, Banks BA (1998) Evidence from patents and patent citations on the impact of NASA and other federal labs on commercial innovation. Journal of Industrial Economics 46: 183-205
18. Kim S, Shephard N, Chib S (1998) Stochastic volatility: Likelihood inference and comparison with ARCH models. Review of Economic Studies 65: 361-393
19. LeSage JP, Pace RK (2005) Spatial econometric modelling of origin-destination flows. Paper presented at the Regional Science Association International meetings, Las Vegas, November, 2005
20. McCann P, Simonen J (2005) Innovation, knowledge spillovers and local labour markets. Papers in Regional Science 84: 465-485
21. Maurseth PB, Verspagen B (2002) Knowledge spillovers in Europe: A patent citation analysis. Scandinavian Journal of Economics 104: 531-545
22. Smith TE, LeSage JP (2004) A Bayesian probit model with spatial dependencies. In: LeSage JP, Pace RK (eds) Advances in econometrics: Spatial and spatiotemporal econometrics. Elsevier, Oxford
23. Sun D, Tsutakawa RK, Speckman PL (1999) Posterior distribution of hierarchical models using car(1) distributions. Biometrika 86: 341-350
24. Verspagen B, Schoenmakers W (2004) The spatial dimension of patenting by multinational firms in Europe. Journal of Economic Geography 4: 23-42
25. Verspagen B, Van Moergastel T, Slabbers M (1994) MERIT concordance table: IPC -ISIC (rev. 2). MERIT, Maastricht