The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
Under the hood Issues in the specification and interpretation of spatial regression models
Abstract
This paper reviews a number of conceptual issues pertaining to the implementation of an explicit “spatial” perspective in applied econometrics. It provides an overview of the motivation for including spatial effects in regression models, both from a theory‐driven as well as from a data‐driven perspective. Considerable attention is paid to the inferential framework necessary to carry out estimation and testing and the different assumptions, constraints and implications embedded in the various specifications available in the literature. The review combines insights from the traditional spatial econometrics literature as well as from geostatistics, biostatistics and medical image analysis.
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Citations
Cites
Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data
Driscoll, J. C., & Kraay, A. C. (1998) · Review of Economics and Statistics · doi:10.1162/003465398557825 · Cited by 6,865
Cressie, N. A. C. (1993) · Wiley Series in Probability and Statistics · doi:10.1002/9781119115151 · Cited by 6,507
The Spatial Economy: Cities, Regions, and International Trade
Fujita, M., Krugman, P., & Venables, A. J. (1999) · doi:10.7551/mitpress/6389.001.0001 · Cited by 4,788 · cited 2×
“, 1996); and models of increasing returns, path dependence and imperfect competition underlying the new economic geography (Fujita et al., 1999).”
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Cited by
F. Dormann, C., M. McPherson, J., B. Araújo, M., Bivand, R., Bolliger, J., Carl, G., G. Davies, R., Hirzel, A., Jetz, W., Daniel Kissling, W., et al. (2007) · Ecography · doi:10.1111/j.2007.0906-7590.05171.x · Cited by 3,433
The influential factors of urban PM2.5 concentrations in China: a spatial econometric analysis
Hao, Y., & Liu, Y.-M. (2016) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2015.05.005 · Cited by 543
The impact of weather anomalies on migration in sub-Saharan Africa
Marchiori, L., Maystadt, J.-F., & Schumacher, I. (2012) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2012.02.001 · Cited by 442
Environmental Kuznets curves: A spatial econometric approach
Maddison, D. (2006) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2005.07.002 · Cited by 349
Extreme Weather and Civil War: Does Drought Fuel Conflict in Somalia through Livestock Price Shocks?
Maystadt, J.-F., & Ecker, O. (2014) · American Journal of Agricultural Economics · doi:10.1093/ajae/aau010 · Cited by 346
Metadata
- Authors
- Anselin, L.
- Venue
- Agricultural Economics
- Publisher
- Wiley
- Published
- 2002-11
- Volume
- 27
- Issue
- 3
- Pages
- 247-267
- ISSN
- 0169-5150 (ISSN-L)
- 1574-0862
- OpenAlex
- W4256053265
- Cited by
- 968
- References
- 3
- FWCI
- 26.32
- Type
- journal article
- Language
- en
- Open access
- closed
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- Anselin, L. (2002). Under the hood Issues in the specification and interpretation of spatial regression models. Agricultural Economics. https://doi.org/10.1111/j.1574-0862.2002.tb00120.x
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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