Spatial and Spatio-Temporal Semiparametric Regression Models
with Spatial Lags
Description
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), ;
Rodriguez-Alvarez, M.X. et al. (2015) and,
particularly referred to the focus of the package, Minguez, R.,
Basile, R. and Durban, M. (2020) .