Package: SCDA
Type: Package
Title: Spatially-Clustered Data Analysis
Version: 0.0.2
Description: Contains functions for statistical data analysis based on
        spatially-clustered techniques. The package allows estimating
        the spatially-clustered spatial regression models presented in
        Cerqueti, Maranzano \& Mattera (2024), "Spatially-clustered
        spatial autoregressive models with application to agricultural
        market concentration in Europe", arXiv preprint 2407.15874
        <doi:10.48550/arXiv.2407.15874>. Specifically, the current
        release allows the estimation of the spatially-clustered linear
        regression model (SCLM), the spatially-clustered spatial
        autoregressive model (SCSAR), the spatially-clustered spatial
        Durbin model (SCSEM), and the spatially-clustered linear
        regression model with spatially-lagged exogenous covariates
        (SCSLX). From release 0.0.2, the library contains functions to
        estimate spatial clustering based on Adiajacent Matrix K-Means
        (AMKM) as described in Zhou, Liu \& Zhu (2019), "Weighted
        adjacent matrix for K-means clustering", Multimedia Tools and
        Applications, 78 (23) <doi:10.1007/s11042-019-08009-x>.
License: GPL (>= 2)
Imports:
        spatialreg,sp,spdep,utils,rlang,performance,stats,methods,dplyr,sf,NbClust,ggplot2,ggspatial
Depends: R (>= 3.5.0)
Suggests: tidyverse,
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.3.1
LazyData: true
Maintainer: Paolo Maranzano <pmaranzano.ricercastatistica@gmail.com>
Authors@R: 
    c(person(given = "Paolo",
             family = "Maranzano",
             role = c("aut","cre","cph"),
             email = "pmaranzano.ricercastatistica@gmail.com",
             comment = c(ORCID = "0000-0002-9228-2759")),
      person(given = "Raffaele",
             family = "Mattera",
             role = c("aut","cph"),
             email = "raffaele.mattera@uniroma1.it",
             comment = c(ORCID = "0000-0001-8770-7049")),
      person(given = "Camilla",
             family = "Lionetti",
             role = c("aut","cph"),
             email = "lionetticamilla511@gmail.com"),
      person(given = "Francesco",
             family = "Caccia",
             role = c("aut","cph"),
             email = "francesco.caccia2000@gmail.com")
             )
NeedsCompilation: no
Packaged: 2026-06-23 05:59:25 UTC; root
Author: Paolo Maranzano [aut, cre, cph]
        (<https://orcid.org/0000-0002-9228-2759>), Raffaele Mattera
        [aut, cph] (<https://orcid.org/0000-0001-8770-7049>), Camilla
        Lionetti [aut, cph], Francesco Caccia [aut, cph]
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libicu-dev libjpeg-dev libpng-dev libssl-dev libproj-dev
        libsqlite3-dev libudunits2-dev
Repository: https://paolomaranzano.r-universe.dev
Date/Publication: 2024-10-22 21:50:10 UTC
RemoteUrl: https://github.com/cran/SCDA
RemoteRef: HEAD
RemoteSha: 29687864eb9c35a503df454513a87b2f4e4084d2