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: | 1.0.4 |
| 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: | 2022-07-04 |
| 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.pdf |
| Vignettes: |
An introduction to pspatreg Using pspatreg with cross-sectional data Using pspatreg with spatial panel data |
Downloads:
| Package source: | pspatreg_1.0.4.tar.gz |
| Windows binaries: | r-devel: pspatreg_1.0.4.zip, r-release: pspatreg_1.0.4.zip, r-oldrel: pspatreg_1.0.2.zip |
| macOS binaries: | r-release (arm64): pspatreg_1.0.4.tgz, r-oldrel (arm64): not available, r-release (x86_64): pspatreg_1.0.4.tgz, r-oldrel (x86_64): pspatreg_1.0.4.tgz |
| Old sources: | pspatreg archive |
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