pspatreg: Spatial and Spatio-Temporal Semiparametric Regression Modelswith 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: | 1.1.2 |
| Depends: | R (≥ 4.2), methods (≥ 4.2), stats (≥ 4.2), graphics (≥4.2) |
| Imports: | AmesHousing (≥ 0.0.4),dplyr (≥ 1.0.10),fields (≥ 14.1),ggplot2 (≥ 3.3.6), grDevices (≥ 4.1),MBA (≥ 0.0-9),MASS (≥ 7.3-54),minqa (≥ 1.2.5),Matrix (≥ 1.4-1),numDeriv (≥2016.8-1.1),plm (≥ 2.6-2),Rdpack (≥ 2.4),sf (≥ 1.0-8),spatialreg (≥ 1.2-6),spdep (≥ 1.2-7), splines (≥ 4.2.2),stringr (≥ 1.4.1) |
| Suggests: | knitr (≥ 1.40),rmarkdown (≥ 2.18) |
| Published: | 2023-10-06 |
| DOI: | 10.32614/CRAN.package.pspatreg |
| Author: | Roman Minguez [aut, cre], Roberto Basile [aut], Maria Durban [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.html ,pspatreg.pdf |
| Vignettes: | An introduction to pspatreg (source,R code) Using pspatreg with cross-sectional data (source) Using pspatreg with spatial panel data (source) |
Downloads:
| Package source: | pspatreg_1.1.2.tar.gz |
| Windows binaries: | r-devel:pspatreg_1.1.2.zip, r-release:pspatreg_1.1.2.zip, r-oldrel:pspatreg_1.1.2.zip |
| macOS binaries: | r-release (arm64):pspatreg_1.1.2.tgz, r-oldrel (arm64):pspatreg_1.1.2.tgz, r-release (x86_64):pspatreg_1.1.2.tgz, r-oldrel (x86_64):pspatreg_1.1.2.tgz |
| Old sources: | pspatreg archive |
Linking:
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