Package: geocausal 0.3.2

geocausal: Causal Inference with Spatio-Temporal Data

Spatio-temporal causal inference based on point process data. You provide the raw data of locations and timings of treatment and outcome events, specify counterfactual scenarios, and the package estimates causal effects over specified spatial and temporal windows. See Papadogeorgou, et al. (2022) <doi:10.1111/rssb.12548>.

Authors:Mitsuru Mukaigawara [cre, aut], Lingxiao Zhou [aut], Georgia Papadogeorgou [aut], Jason Lyall [aut], Kosuke Imai [aut]

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geocausal.pdf |geocausal.html✨
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NEWS

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

Peer review:

Bug tracker:https://github.com/mmukaigawara/geocausal/issues

Datasets:

On CRAN:

5.73 score 41 stars 289 downloads 34 exports 104 dependencies

Last updated 2 months agofrom:1580bc6d3d. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 14 2024
R-4.5-winOKNov 14 2024
R-4.5-linuxOKNov 14 2024
R-4.4-winOKNov 14 2024
R-4.4-macOKNov 14 2024
R-4.3-winOKNov 14 2024
R-4.3-macOKNov 14 2024

Exports:conv_owin_into_sfget_base_densget_categet_cf_densget_cf_sum_log_intensget_dist_focusget_dist_lineget_distexpget_elevget_em_vecget_estget_estimatesget_hfrget_histget_obs_densget_power_densget_var_boundget_weighted_surfget_windowimls_to_arrpixel_count_pppplot.cateplot.estplot.hyperframeplot.implot.obsplot.weightspredict_obs_denssim_cf_denssim_power_denssmooth_pppsummary.catesummary.estsummary.obs

Dependencies:abindbackportsbootbroomcarcarDataclassclassIntclicodetoolscolorspacecorrplotcowplotcpp11data.tableDBIdeldirDerivdigestdoBydplyre1071fansifarverFormulafurrrfuturegenericsggplot2ggpubrggrepelggsciggsignifglobalsgluegoftestgridExtragtableisobandKernSmoothlabelinglatex2explatticelifecyclelistenvlme4magrittrMASSMatrixMatrixModelsmclustmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivparallellypbkrtestpillarpkgconfigpolyclippolynomprogressrproxypurrrquantregR6RColorBrewerRcppRcppEigenrlangrpartrstatixs2scalessfSparseMspatstat.dataspatstat.explorespatstat.geomspatstat.modelspatstat.randomspatstat.sparsespatstat.univarspatstat.utilsstringistringrsurvivaltensorterratibbletidyrtidyselecttidyterraunitsutf8vctrsviridisLitewithrwk