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spsur (version 1.0.0.3)

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) 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

install.packages('spsur')

Monthly Downloads

349

Version

1.0.0.3

License

GPL-3

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Maintainer

Roman Minguez

Last Published

March 23rd, 2019

Functions in spsur (1.0.0.3)

impacts

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

A classical Spatial Phillips-Curve
NCOVR

Homicides in U.S. counties
W

Spatial weight matrix for U.S. Counties
wald_deltas

Wald tests for spatial parameters coefficients.
spsur-package

Spatial Seemingly Unrelated Regression Models.
spsur3sls

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

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

Summary of estimated objects of class spsur.
lrtestspsur

Likelihood Ratio tests for the specification of spatial SUR models.
spsurtime

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

Maximum likelihood estimation of spatial SUR model.
wald_betas

Wald tests on the beta coefficients of the equation of the SUR model
print.summary.spsur

Print method for objects of class summary.spsur.
dgp_spsur

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

Testing for the presence of spatial effects in Seemingly Unrelated Regressions
Wspc

Spatial weight matrix for South-West Ohio Counties to estimate Spatial Phillips-Curve