pspatreg: Spatial and Spatio-Temporal Semiparametric Regression Models with Spatial Lags

Estimation and inference of spatial and spatio-temporal semiparametric models including spatial or spatio-temporal non-parametric trends, parametric and non-parametric covariates and, possibly, a spatial lag for the dependent variable and temporal correlation in the noise. The spatio-temporal trend can be decomposed in ANOVA way including main and interaction functional terms. Use of SAP algorithm to estimate the spatial or spatio-temporal trend and non-parametric covariates. The methodology of these models can be found in next references Basile, R. et al. (2014), <doi:10.1016/j.jedc.2014.06.011>; Rodriguez-Alvarez, M.X. et al. (2015) <doi:10.1007/s11222-014-9464-2> and, particularly referred to the focus of the package, Minguez, R., Basile, R. and Durban, M. (2020) <doi:10.1007/s10260-019-00492-8>.

Version: 1.0.3
Depends: R (≥ 4.1), methods (≥ 4.1), stats (≥ 4.1), graphics (≥ 4.1)
Imports: AmesHousing (≥ 0.0.4), dplyr (≥ 1.0.8), fields (≥ 13.3), ggplot2 (≥ 3.3.5), grDevices (≥ 4.1.2), MBA (≥ 0.0-9), MASS (≥ 7.3-54), minqa (≥ 1.2.4), Matrix (≥ 1.3-4), numDeriv (≥ 2016.8-1.1), plm (≥ 2.6-1), Rdpack (≥ 2.1.2), sf (≥ 1.0-7), spatialreg (≥ 1.2-3), spdep (≥ 1.2-2), splines (≥ 4.1), stringr (≥ 1.4.0)
Suggests: knitr (≥ 1.37), rmarkdown (≥ 2.12)
Published: 2022-06-07
Author: Roman Minguez ORCID iD [aut, cre], Roberto Basile ORCID iD [aut], Maria Durban ORCID iD [aut], Gonzalo Espana-Heredia [aut]
Maintainer: Roman Minguez <roman.minguez at uclm.es>
BugReports: https://github.com/rominsal/pspatreg/issues
License: GPL-3
URL: https://github.com/rominsal/pspatreg
NeedsCompilation: no
Citation: pspatreg citation info
CRAN checks: pspatreg results

Documentation:

Reference manual: pspatreg.pdf
Vignettes: An introduction to pspatreg
Using pspatreg with cross-sectional data
Using pspatreg with spatial panel data

Downloads:

Package source: pspatreg_1.0.3.tar.gz
Windows binaries: r-devel: pspatreg_1.0.3.zip, r-release: pspatreg_1.0.3.zip, r-oldrel: pspatreg_1.0.2.zip
macOS binaries: r-release (arm64): pspatreg_1.0.3.tgz, r-oldrel (arm64): not available, r-release (x86_64): pspatreg_1.0.3.tgz, r-oldrel (x86_64): pspatreg_1.0.3.tgz
Old sources: pspatreg archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=pspatreg to link to this page.