Creating and Managing Spatial-Weighting Matrices with the Spmat Command

By D. Drukker, Hua Peng, Ingmar R. Prucha, Rafal Raciborski. 2013

677 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/5d97e3c034d791f7131a16f0f517e1d189aa80b5

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In Economics and Econometrics

Citations in the corpus

CSR related management practices and Firm Performance: An Empirical Analysis of the Quantity-Quality Trade-off on French Data (2015, neutral): “We use the Roodman (2009) cmp”
Impacts of supermarkets on farm household nutrition in Kenya (2015, methodology): “This system of simultaneous equations, where some of the dependent variables are binary, is estimated with a mixed-process maximum likelihood procedure (Roodman, 2011).”
Does Women’s Land Ownership Promote Their Empowerment? Empirical Evidence from Nepal (2016, methodology): “appropriate for instrumental variable approaches (Roodman, 2009).”
Poverty–Food Security Nexus: Evidence from a Survey of Urban Slum Dwellers in Kolkata (2014, methodology): “The bivariate ordered probit model is analogous to the Seemingly Unrelated Regression (SUR) model for the ordered probit case (Roodman, 2009).”
A Command for Estimating Spatial-Autoregressive Models with Spatial-Autoregressive Disturbances and Additional Endogenous Variables (2013, background): “These matrices are part of the model definition, and in many applications, W = M; see Drukker et al. (2013) for more about creating spatial-weighting matrices in Stata.”
Consumer payment choice: Merchant card acceptance versus pricing incentives (2015, methodology): “This system of equation is estimated using Geweke–Hajivassiliou–Keane (GHK) simulated maximum likelihood, and is implemented in Stata; see Roodman (2011) for more details.”
Spatial Panel-data Models Using Stata (2017, neutral): “The methods implemented in this command are the panel data extension of those available in Kelejian and Prucha (2007) and Drukker et al. (2013c). See Section 4.”
Harvesting Value from Brokerage: Individual Strategic Orientation, Structural Holes, and Performance (2017, methodology): “(Roodman, 2011), which yielded entirely consistent results to those presented in Table 2.”
The Effect of the Tsetse Fly on African Development (2015, methodology): “…of the Stable Unit Treatment Value Assumption (SUTVA), the specification above is modified to allow for specific cross-unit spatial interaction by creating spatial lags using an inverse distance weighting matrix as in Drukker et al. (2013): y i = α 1 + δTS I i + γ ∑ j w ij TS I j + X i ′Ω + ε i .”