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Making spatial analysis operational: Commands for generating spatial-effect variables in monadic and dyadic data

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  • Eric Neumayer

    (London School of Economics and Political Science)

  • Thomas Plümper

    (University of Essex)

Abstract

Spatial dependence exists whenever the expected utility of one unit of analysis is affected by the decisions or behavior made by other units of analysis. Spatial dependence is ubiquitous in social relations and interactions. Yet, there are surprisingly few social science studies accounting for spatial dependence. This holds true for settings in which researchers use monadic data, where the unit of analysis is the individual unit, agent, or actor, and even more true for dyadic data settings, where the unit of analysis is the pair or dyad representing an interaction or a relation between two individual units, agents, or actors. Dyadic data offer more complex ways of modeling spatial-effect variables than do monadic data. The commands described in this article facilitate spatial analysis by providing an easy tool for generating, with one command line, spatial-effect variables for monadic contagion as well as for all possible forms of contagion in dyadic data. Copyright 2010 by StataCorp LP.

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  • Eric Neumayer & Thomas Plümper, 2010. "Making spatial analysis operational: Commands for generating spatial-effect variables in monadic and dyadic data," Stata Journal, StataCorp LP, vol. 10(4), pages 585-605, December.
    • Handle: RePEc:tsj:stataj:v:10:y:2010:i:4:p:585-605
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    1. Wayne B. Gray & Ronald J. Shadbegian, 2007. "The Environmental Performance Of Polluting Plants: A Spatial Analysis," Journal of Regional Science, Wiley Blackwell, vol. 47(1), pages 63-84, February.
    2. Kelley Crews & Manuel Peralvo, 2008. "Segregation and Fragmentation: Extending Landscape Ecology and Pattern Metrics Analysis to Spatial Demography," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 27(1), pages 65-88, February.
    3. Richard Perkins & Eric Neumayer, 2010. "Geographic Variations in the Early Diffusion of Corporate Voluntary Standards: Comparing ISO 14001 and the Global Compact," Environment and Planning A, , vol. 42(2), pages 347-365, February.
    4. Hays, Jude, 2009. "Globalization and the New Politics of Embedded Liberalism," OUP Catalogue, Oxford University Press, number 9780195369328, Decembrie.
    5. Ngianga-Bakwin Kandala & Gebrenegus Ghilagaber, 2006. "A Geo-Additive Bayesian Discrete-Time Survival Model and its Application to Spatial Analysis of Childhood Mortality in Malawi," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(6), pages 935-957, December.
    6. Rice, Patricia & Venables, Anthony J. & Patacchini, Eleonora, 2006. "Spatial determinants of productivity: Analysis for the regions of Great Britain," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 727-752, November.
    7. Guangqing Chi & Jun Zhu, 2008. "Spatial Regression Models for Demographic Analysis," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 27(1), pages 17-42, February.
    8. 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.
    9. Genschel, Philipp & Plümper, Thomas, 1997. "Regulatory competition and international cooperation," MPIfG Working Paper 97/4, Max Planck Institute for the Study of Societies.
    10. Carl Schmertmann & Joseph Potter & Suzana Cavenaghi, 2008. "Exploratory Analysis of Spatial Patterns in Brazil’s Fertility Transition," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 27(1), pages 1-15, February.
    11. Alix-Garcia, Jennifer, 2007. "A spatial analysis of common property deforestation," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 141-157, March.
    12. Thomas Plümper & Vera E. Troeger, 2008. "Fear of Floating and the External Effects of Currency Unions," American Journal of Political Science, John Wiley & Sons, vol. 52(3), pages 656-676, July.
    13. Simmons, Beth A. & Elkins, Zachary, 2004. "The Globalization of Liberalization: Policy Diffusion in the International Political Economy," American Political Science Review, Cambridge University Press, vol. 98(1), pages 171-189, February.
    14. Basinger, Scott J. & Hallerberg, Mark, 2004. "Remodeling the Competition for Capital: How Domestic Politics Erases the Race to the Bottom," American Political Science Review, Cambridge University Press, vol. 98(2), pages 261-276, May.
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