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pspatreg
View on CRAN: Click
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Download and install pspatreg package within the R console
Install from CRAN:
install.packages("pspatreg")
Install from Github:
library("remotes")
install_github("cran/pspatreg")
Install by package version:
library("remotes")
install_version("pspatreg", "1.1.2")
Attach the package and use:
library("pspatreg")
Maintained by
Roman Minguez
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-04-13
Latest Update: 2023-05-23
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) .
How to cite:
Roman Minguez (2022). pspatreg: Spatial and Spatio-Temporal Semiparametric Regression Models with Spatial Lags. R package version 1.1.2, https://cran.r-project.org/web/packages/pspatreg
Previous versions and publish date:
Other packages that cited pspatreg R package
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Other R packages that pspatreg depends,
imports, suggests or enhances
Functions, R codes and Examples using
the pspatreg R package
Some associated functions: Wsp_it . fit_terms . impactsnopar . impactspar . lwsp_it . map_it . methods_pspatreg . plot_impactsnopar . plot_sp2d . plot_sp3d . plot_sptime . plot_terms . print.summary.impactspar.pspatreg . print.summary.pspatreg . prod_it . pspatfit . pspatreg . pspl_terms . summary.impactspar.pspatreg . summary.pspatreg . unemp_it .
Some associated R codes: aux_funct.R . bspline.R . build_G.R . build_Omega_ar1.R . datasets.R . fit_pspat.R . fit_terms.R . impactsnopar.R . impactspar.R . llik_reml.R . methods_pspatreg.R . package-pspatreg.R . par_var_comp.R . plot_impactsnopar.R . plot_sp2d.R . plot_sp3d.R . plot_sptime.R . plot_terms.R . print.summary.impactspar.pspatreg.R . print.summary.pspatreg.R . pspatfit.R . pspl_functions.R . summary.impactspar.pspatreg.R . summary.pspatreg.R . update_tau.R . Full pspatreg package functions and examples
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