Package: spatialreg 1.3-5

Roger Bivand

spatialreg: Spatial Regression Analysis

A collection of all the estimation functions for spatial cross-sectional models (on lattice/areal data using spatial weights matrices) contained up to now in 'spdep'. These model fitting functions include maximum likelihood methods for cross-sectional models proposed by 'Cliff' and 'Ord' (1973, ISBN:0850860369) and (1981, ISBN:0850860814), fitting methods initially described by 'Ord' (1975) <doi:10.1080/01621459.1975.10480272>. The models are further described by 'Anselin' (1988) <doi:10.1007/978-94-015-7799-1>. Spatial two stage least squares and spatial general method of moment models initially proposed by 'Kelejian' and 'Prucha' (1998) <doi:10.1023/A:1007707430416> and (1999) <doi:10.1111/1468-2354.00027> are provided. Impact methods and MCMC fitting methods proposed by 'LeSage' and 'Pace' (2009) <doi:10.1201/9781420064254> are implemented for the family of cross-sectional spatial regression models. Methods for fitting the log determinant term in maximum likelihood and MCMC fitting are compared by 'Bivand et al.' (2013) <doi:10.1111/gean.12008>, and model fitting methods by 'Bivand' and 'Piras' (2015) <doi:10.18637/jss.v063.i18>; both of these articles include extensive lists of references. A recent review is provided by 'Bivand', 'Millo' and 'Piras' (2021) <doi:10.3390/math9111276>. 'spatialreg' >= 1.1-* corresponded to 'spdep' >= 1.1-1, in which the model fitting functions were deprecated and passed through to 'spatialreg', but masked those in 'spatialreg'. From versions 1.2-*, the functions have been made defunct in 'spdep'.

Authors:Roger Bivand [cre, aut], Gianfranco Piras [aut], Luc Anselin [ctb], Andrew Bernat [ctb], Eric Blankmeyer [ctb], Yongwan Chun [ctb], Virgilio Gómez-Rubio [ctb], Daniel Griffith [ctb], Martin Gubri [ctb], Rein Halbersma [ctb], James LeSage [ctb], Angela Li [ctb], Hongfei Li [ctb], Jielai Ma [ctb], Abhirup Mallik [ctb, trl], Giovanni Millo [ctb], Kelley Pace [ctb], Pedro Peres-Neto [ctb], Tobias Rüttenauer [ctb], Mauricio Sarrias [ctb], JuanTomas Sayago [ctb], Michael Tiefelsdorf [ctb]

spatialreg_1.3-5.tar.gz
spatialreg_1.3-5.zip(r-4.5)spatialreg_1.3-5.zip(r-4.4)spatialreg_1.3-5.zip(r-4.3)
spatialreg_1.3-5.tgz(r-4.4-x86_64)spatialreg_1.3-5.tgz(r-4.4-arm64)spatialreg_1.3-5.tgz(r-4.3-x86_64)spatialreg_1.3-5.tgz(r-4.3-arm64)
spatialreg_1.3-5.tar.gz(r-4.5-noble)spatialreg_1.3-5.tar.gz(r-4.4-noble)
spatialreg_1.3-5.tgz(r-4.4-emscripten)spatialreg_1.3-5.tgz(r-4.3-emscripten)
spatialreg.pdf |spatialreg.html✨
spatialreg/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/r-spatial/spatialreg/issues

On CRAN:

bayesianimpactsmaximum-likelihoodspatial-dependencespatial-econometricsspatial-regression

80 exports 42 stars 4.56 score 30 dependencies 17 dependents 6 mentions 572 scripts 6.5k downloads

Last updated 19 days agofrom:93683eddb9. Checks:OK: 9. Indexed: yes.

Exports:apleaple.mcaple.plotas_dgRMatrix_listwas_dsCMatrix_Ias_dsCMatrix_IrWas_dsTMatrix_listwas.spam.listwbptest.Sarlmcan.be.simmedcheb_setupcoercecreate_WXdo_ldeteigen_pre_setupeigen_setupeigenwerrorsarlmget.ClusterOptionget.coresOptionget.mcOptionget.VerboseOptionget.ZeroPolicyOptionGMargminImageGMerrorsargriffith_sonegstslsHausman.testimpactsintImpactsinvIrMinvIrWJacobian_WjacobianSetupl_maxlagmesslagsarlmlextrBlextrSlextrWlistw2U_Matrixlistw2U_spamlmSLXlocalApleLR.SarlmLR1.LagmessLR1.SarlmLR1.SpautolmLU_prepermutate_setupLU_setupMatrix_J_setupMatrix_setupmcdet_setupMCMCsampMEmom_calcmom_calc_int2moments_setuppowerWeightssacsarlmSE_classic_setupSE_interp_setupSE_whichMin_setupset.ClusterOptionset.coresOptionset.mcOptionset.VerboseOptionset.ZeroPolicyOptionsimilar.listwspam_setupspam_update_setupSpatialFilteringspautolmspBreg_errspBreg_lagspBreg_sacstslssubgraph_eigenwtrWWald1.Sarlm

Dependencies:bootclassclassIntcodacodetoolsDBIdeldire1071KernSmoothlatticeLearnBayesmagrittrMASSMatrixmultcompmvtnormnlmeproxyRcpps2sandwichsfspspDataspdepsurvivalTH.dataunitswkzoo