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spsur (version 1.0.1.4)

Spatial Seemingly Unrelated Regression Models

Description

A collection of functions to test and estimate Seemingly Unrelated Regression (usually called SUR) models, with spatial structure, by maximum likelihood and three-stage least squares. The package estimates the most common spatial specifications, that is, SUR with Spatial Lag of X regressors (called SUR-SLX), SUR with Spatial Lag Model (called SUR-SLM), SUR with Spatial Error Model (called SUR-SEM), SUR with Spatial Durbin Model (called SUR-SDM), SUR with Spatial Durbin Error Model (called SUR-SDEM), SUR with Spatial Autoregressive terms and Spatial Autoregressive Disturbances (called SUR-SARAR), SUR-SARAR with Spatial Lag of X regressors (called SUR-GNM) and SUR with Spatially Independent Model (called SUR-SIM). The methodology of these models can be found in next references Mur, J., Lopez, F., and Herrera, M. (2010) Lopez, F.A., Mur, J., and Angulo, A. (2014) .

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install.packages('spsur')

Monthly Downloads

373

Version

1.0.1.4

License

GPL-3

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Maintainer

Roman Minguez

Last Published

July 31st, 2020

Functions in spsur (1.0.1.4)

methods_spsur

Methods for class spsur
print.summary.spsur

Print method for objects of class summary.spsur.
spsurml

Maximum likelihood estimation of spatial SUR model.
spsur3sls

Three Stages Least Squares estimation,3sls, of spatial SUR models.
wald_betas

Wald tests on the beta coefficients of the equation of the SUR model
wald_deltas

Wald tests for spatial parameters coefficients.
spsur-package

Spatial Seemingly Unrelated Regression Models.
impactspsur

Direct, indirect and total effects estimated for a spatial SUR model
spc

A classical Spatial Phillips-Curve
spsurtime

Estimation of SUR models for simple spatial panels (G=1).
lr_betas

Likelihood ratio for testing homogeneity constraints on beta coefficients of the SUR equations.
summary.spsur

Summary of estimated objects of class spsur.
NCOVR.sf

Homicides in U.S. counties
dgp_spsur

Generation of a random dataset with a spatial SUR structure.
lmtestspsur

Testing for the presence of spatial effects in Seemingly Unrelated Regressions
spain.covid

Within/Exit mobility index and incidence COVID-19 at Spain provinces
Wspc

Spatial weight matrix for South-West Ohio Counties to estimate Spatial Phillips-Curve
spain.covid.sf

Spain geometry