Computing the Jacobian in Gaussian Spatial Autoregressive Models: An Illustrated Comparison of Available Methods

By Roger S. Bivand, Jan Hauke, Tomasz Kossowski. 2013

380 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/bbf2d5c78ec4e1d347d14208082ddbd7bb7966eb

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In Economics and Econometrics

Citations in the corpus

Spatial modelling with R-INLA: A review (2018, methodology): “…structure given by (4) to R-INLA: 1) Through an ASCII ﬁle; 2) through a symmetric adjacency matrix of dimension n × n ; 3) by extracting the structure directly from the shapeﬁle using the R-packages maptools (Bivand and Lewin-Koh, 2017) and spdep (Bivand and Piras, 2015; Bivand et al., 2013a).”
Impacts of oil palm plantations on changes in environmental heterogeneity and Heteroptera (Gerromorpha and Nepomorpha) diversity (2017, methodology): “2008), spacemakeR (Dray 2013), and spdep (Bivand et al. 2013) were used to perform spatial analysis; indicspecies package (De Cáceres et al.”
tmap: Thematic Maps in R (2018, methodology): “…multiples, htmlwidgets (Vaidyanathan, Xie, Allaire, Cheng, and Russell 2016) for further processing interactive maps, and htmltools ( RStudio Inc. 2017) for processing HTML. Finally, the package spdep (Bivand, Hauke, and Kossowski 2013; Bivand and Piras 2015) is used to ﬁnd neighboring polygons.”
Comparing Implementations of Estimation Methods for Spatial Econometrics (2015, methodology): “…ρLagζi ) (20) using ρLag to represent either parameter, and where ζi are the eigenvalues of W (Ord, 1975, p. 121); other methods are reviewed in Bivand et al. (2013) Roger Bivand, Gianfranco Piras Estimation Methods for Spatial Econometrics Introduction A general spatial model Comparing…”
On the relationship between conditional (CAR) and simultaneous (SAR) autoregressive models (2017, methodology): “The Columbus data are found in the spdep package (Bivand et al., 2013; Bivand and Piras, 2015) for R (R Core Team, 2016).”
Population Bias in Geotagged Tweets (2015, methodology): “For management of spatial data and implementation of computation and estimation for spatial models, we used the R package spdep (Bivand and Piras 2015; Bivand, Hauke, and Kossowski 2013).”