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pspatreg  

Spatial and Spatio-Temporal Semiparametric Regression Models with Spatial Lags
View on CRAN: Click here


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]
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. Accessed 28 Jan. 2025.
Previous versions and publish date:
1.0.0 (2022-04-13 10:00), 1.0.1 (2022-04-20 16:50), 1.0.2 (2022-04-27 14:00), 1.0.3 (2022-06-07 18:10), 1.0.4 (2022-07-04 21:40), 1.0.6 (2022-11-16 23:20), 1.0.7 (2023-02-27 11:02), 1.0.9 (2023-04-14 18:20), 1.1.0 (2023-05-23 11:00), 1.1.1 (2023-09-08 12:40)
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