Package: MoNAn 2.1.1

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. Version 2 runs the simulations in 'C++' (using 'Rcpp') and, besides stochastic approximation (Robbins-Monro), can estimate parameters with Geyer-Thompson MCMC maximum likelihood estimation.

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

MoNAn_2.1.1.tar.gz
MoNAn_2.1.1.zip(r-4.7-x86_64)MoNAn_2.1.1.zip(r-4.7-arm64)MoNAn_2.1.1.zip(r-4.6-x86_64)MoNAn_2.1.1.zip(r-4.6-arm64)MoNAn_2.1.1.zip(r-4.5-x86_64)
MoNAn_2.1.1.tgz(r-4.6-x86_64)MoNAn_2.1.1.tgz(r-4.6-arm64)MoNAn_2.1.1.tgz(r-4.5-x86_64)MoNAn_2.1.1.tgz(r-4.5-arm64)
MoNAn_2.1.1.tar.gz(r-4.7-arm64)MoNAn_2.1.1.tar.gz(r-4.7-x86_64)MoNAn_2.1.1.tar.gz(r-4.6-arm64)MoNAn_2.1.1.tar.gz(r-4.6-x86_64)
MoNAn_2.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
MoNAn/json (API)

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

Bug tracker:https://github.com/stocnet/monan/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
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

On CRAN:

Conda:

cpp

4.51 score 16 stars 7 scripts 237 downloads 101 exports 1 dependencies

Last updated from:365c960d6f. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK176
linux-devel-x86_64OK205
source / vignettesOK210
linux-release-arm64OK204
linux-release-x86_64OK219
macos-release-arm64OK182
macos-release-x86_64OK550
macos-oldrel-arm64OK138
macos-oldrel-x86_64OK748
windows-devel-arm64OK291
windows-devel-x86_64OK265
windows-release-arm64OK321
windows-release-x86_64OK162
windows-oldrel-x86_64OK203
wasm-releaseOK85

Exports:addDummyEffectsaddEffectaddFixedEffectsalter_covariateautoCorrelationTestavoiding_dissimilar_covar_binavoiding_dissimilar_covar_contconcentration_ACconcentration_AC_dyad_covarconcentration_AC_resource_covar_binconcentration_basicconcentration_basic_cubeconcentration_basic_squaredconcentration_GWconcentration_GW_dyad_covarconcentration_GW_resource_covar_binconcentration_maxconcentration_normconcentration_norm_squaredconcentration_propconcentration_prop_ACconcentration_prop_orig_covconcentration_rankGWcreateAlgorithmcreateEdgelistcreateEffectscreateEffectsObjectcreateNetworkcreateNodeSetcreateNodeVariablecreateProcessStatecreateWeightedCachecrowding_out_prop_covar_bindyadic_covariatedyadic_covariate_resource_attributedyadicCovarestimateDistributionNetworkestimateMobilityNetworkextractTracesgetIndegreegetMultinomialStatisticsgetTieWeightsgofDistributionNetworkgofMobilityNetworkin_ties_loopsin_weights_ACin_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:Rcpp

Readme and manuals

Help Manual

Help pageTopics
addDummyEffectsaddDummyEffects addFixedEffects
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