Lists
Lists
Kostov, Phillip 
ORCID: 0000-0002-4899-3908
(2010)
Model boosting for spatial weighting matrix selection in spatial lag models.
Environment and Planning B: Planning and Design, 37
(3).
pp. 533-549.
ISSN 0265-8135
This is the latest version of this item.
Preview |
PDF (Author Accepted Manuscript)
- Accepted Version
Available under License Creative Commons Attribution Non-commercial No Derivatives. 169kB |
Official URL: https://doi.org/10.1068/b35137
Abstract
The spatial lag specification is often used in spatial econometrics. The choice of an appropriate spatial weighting matrix is an important outstanding methodological problem in the quantitative spatial dependence literature. This paper proposes applying a component-wise model-boosting algorithm to deal with the issue of the choice of a spatial weighting matrix amongst a predetermined set of alternatives. The resulting procedure is computationally simple and easy to implement. I present an empirical application of the proposed methodology. Some possible extensions to a more general setting are discussed.
Available Versions of this Item
-
Model boosting for spatial weighting matrix selection in spatial lag models. (deposited 18 Jan 2011 17:05)
- Model boosting for spatial weighting matrix selection in spatial lag models. (deposited 17 Apr 2015 12:10) [Currently Displayed]
Repository Staff Only: item control page
