Package: MoNAn 1.1.0

Per Block

MoNAn: Mobility Network Analysis

Implements the method to analyse weighted mobility networks or distribution networks as outlined in: Block, P., Stadtfeld, C., & Robins, G. (2022) <doi:10.1016/j.socnet.2021.08.003>. The purpose of the model is to analyse the structure of mobility, incorporating exogenous predictors pertaining to individuals and locations known from classical mobility analyses, as well as modelling emergent mobility patterns akin to structural patterns known from the statistical analysis of social networks.

Authors:Per Block [cre, aut, cph], Christoph Stadtfeld [aut], Nico Keiser [aut], Marion Hoffman [aut]

MoNAn_1.1.0.tar.gz
MoNAn_1.1.0.tar.gz(r-4.5-noble)MoNAn_1.1.0.tar.gz(r-4.4-noble)
MoNAn_1.1.0.tgz(r-4.4-emscripten)MoNAn_1.1.0.tgz(r-4.3-emscripten)
MoNAn.pdf |MoNAn.html
MoNAn/json (API)
NEWS

# Install 'MoNAn' in R:
install.packages('MoNAn', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • indSex - Example Data for the MoNAn Package
  • mobilityEdgelist - Example Data for the MoNAn Package
  • myAlg - Exemplary Outcome Objects for the MoNAn Package
  • myEffects - Exemplary Outcome Objects for the MoNAn Package
  • myResDN - Exemplary Outcome Objects for the MoNAn Package
  • mySimDN - Exemplary Outcome Objects for the MoNAn Package
  • myState - Exemplary Outcome Objects for the MoNAn Package
  • orgRegion - Example Data for the MoNAn Package
  • orgSize - Example Data for the MoNAn Package

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.18 score 3 scripts 268 downloads 97 exports 2 dependencies

Last updated 2 months agofrom:10887d49db. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 13 2024
R-4.5-linuxOKOct 13 2024

Exports:addEffectalter_covariateautoCorrelationTestavoiding_dissimilar_covar_binavoiding_dissimilar_covar_contconcentration_ACconcentration_AC_dyad_covarconcentration_AC_resource_covar_binconcentration_basicconcentration_basic_squaredconcentration_GWconcentration_GW_dyad_covarconcentration_GW_resource_covar_binconcentration_normconcentration_norm_squaredconcentration_propconcentration_prop_orig_covconcentration_rankGWcreateAlgorithmcreateEdgelistcreateEffectscreateEffectsObjectcreateNetworkcreateNodeSetcreateNodeVariablecreateProcessStatecreateWeightedCachecrowding_out_prop_covar_bindyadic_covariatedyadic_covariate_resource_attributedyadicCovarestimateDistributionNetworkestimateMobilityNetworkextractTracesgetIndegreegetMultinomialStatisticsgetTieWeightsgofDistributionNetworkgofMobilityNetworkin_ties_loopsin_weights_ACin_weights_exponentin_weights_GWjoining_similar_avoiding_dissimilar_covar_binjoining_similar_avoiding_dissimilar_covar_contloopsloops_ACloops_additional_originloops_GWloops_node_covarloops_resource_covarloops_resource_covar_node_covarloops_x_loops_additional_originmonadicCovarmonan07monanAlgorithmCreatemonanDataCreatemonanDependentmonanEdgesmonanEstimatemonanGOFmonanNodesmonanSimulateplot.gof.stats.monanplot.traces.monanpresent_relationsprint.effectsList.monanprint.processState.monanprint.result.monanprint.scoretest.monanreciprocity_ACreciprocity_AC_dyad_covarreciprocity_AC_dyad_covar_binreciprocity_basicreciprocity_GWreciprocity_GW_dyad_covarreciprocity_GW_dyad_covar_binreciprocity_minreciprocity_min_dyad_covarreciprocity_min_resource_covarresource_covar_to_node_covarsame_covariatescoreTestsim_covariatesimulateDistributionNetworkssimulateMobilityNetworksstaying_by_prop_bin_inflowtarget_change_matchtest_effecttransitivity_ACtransitivity_basictransitivity_GWtransitivity_mintransitivity_netflowtriad120Ctriad120Dtriad120U

Dependencies:snowsnowfall

Readme and manuals

Help Manual

Help pageTopics
addEffectaddEffect
autoCorrelationTestautoCorrelationTest
createAlgorithmcreateAlgorithm monanAlgorithmCreate
createEdgelistcreateEdgelist monanDependent
createEffectscreateEffects
createEffectsObjectcreateEffectsObject
createNetworkcreateNetwork dyadicCovar
createNodeSetcreateNodeSet monanEdges monanNodes
createNodeVariablecreateNodeVariable monadicCovar
createProcessStatecreateProcessState
createWeightedCachecreateWeightedCache
estimateMobilityNetworkestimateDistributionNetwork estimateMobilityNetwork monan07 monanEstimate print.result.monan
extractTracesextractTraces plot.traces.monan
getMultinomialStatisticsgetMultinomialStatistics
gofMobilityNetworkgofDistributionNetwork gofMobilityNetwork monanGOF plot.gof.stats.monan
Example Data for the MoNAn PackageindSex mobilityData mobilityEdgelist orgRegion orgSize
monanDataCreatemonanDataCreate
Exemplary Outcome Objects for the MoNAn PackagemyAlg myEffects myOutcomeObjects myResDN mySimDN myState
print.effectsList.monanprint.effectsList.monan
print.processState.monanprint.processState.monan
scoreTestprint.scoretest.monan scoreTest
simulateMobilityNetworksmonanSimulate simulateDistributionNetworks simulateMobilityNetworks