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),
- Version1.1.2
- R version≥ 4.2
- LicenseGPL-3
- Needs compilation?No
- pspatreg citation info
- Last release10/06/2023
Documentation
Team
Roman Minguez
Roberto Basile
Maria Durban
Gonzalo Espana-Heredia
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- Depends3 packages
- Imports15 packages
- Suggests2 packages