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Reproducibility package for Unveiling Hidden Hardships: Leveraging Alternative Data To Map Multidimensional Vulnerability In The Central African Republic

2026
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Reference ID
RR_CAF_2025_520
DOI
https://doi.org/10.60572/163h-6v45
Author(s)
Pierre Jean-Claude Mandon, Vincent Nossek, Walker Kosmidou-Bradley, Frederic Mortier, Baptiste Cheville
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jan 09, 2026
Last modified
Jan 16, 2026
Page views
525
Downloads
219
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Other Materials
README for the Reproducibility package for Unveiling Hidden Hardships: Leveraging Alternative Data To Map Multidimensional Vulnerability In The Central African Republic
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Reproducibility package for Unveiling Hidden Hardships: Leveraging Alternative Data To Map Multidimensional Vulnerability In The Central African Republic
Download [ZIP, 23.66 MB]
Download https://reproducibility.worldbank.org//catalog/438/download/1262
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reproducibility_report_RR_CAF_2025_520.pdf
data_hash_report.csv
3_Regressions.R
main.R
Scripts.Rproj
.Rprofile
1_SectorialGdp_Predictions.r
2_Vulnerability_indices.R
renv.lock
activate.R
Grid_GDP_Idx_Fig5.png
Commu_GDP_Idx_FigA2.png
Commu_Flood_Idx_FigA6.png
Grid_Uncertainty_GDP_Fig3.png
Commu_Water_Idx_FigA5.png
Commu_Vulnerab_Idx_FigA1.png
Grid_Educ_Idx_Fig6.png
Grid_Vulnerab_Idx_Fig4.png
Grid_Health_Idx_Fig7.png
Commu_Conf_Idx_FigA7.png
Grid_Water_Idx_Fig8.png
Commu_Educ_Idx_FigA3.png
Grid_Floods_Idx_Fig9.png
Commu_Health_Idx_FigA4.png
Grid_Conflicts_Idx_Fig10.png
piPairsPlots_final_Fig1a.png
oos_gdp_Fig2.png
smoothed_gdp_Fig2.png
logpi2Overpi3_post_Fig1c.png
smoothed_tertiary_Fig2.png
oos_tertiary_Fig2.png
smoothed_secondary_Fig2.png
AccessServices_PrimSecTer_TabA2.docx
AccessServices_Tab1.docx
ComplexIdx_AccessServices_TabA4.docx
Conflits_inondations_Tab2.docx
CompelxIdx_Conflits_inondations_TabA5.docx
Conflits_inondations_PrimSecTer_TabA3.docx
oos_secondary_Fig2.png
logpi1Overpi3_post_Fig1b.png
oos_primary_Fig2.png
smoothed_primary_Fig2.png
nightLightCoef_post_Fig1d.png
latex_template.tex
Base_CAF_v1.csv
.Rapp.history
CAR_main_cities.cpg
CAR_main_cities.shp
CAR_main_cities.qmd
CAR_main_cities.shx
gadm41_CAF_1_2020.dbf
BaseGrid_NewPrefs.prj
Grid_5km_CFA_v4.prj
gadm41_CAF_1_2020.shx
gadm41_CAF_1_2020.cpg
gadm41_CAF_1_2020.shp
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.sbn
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.prj
CAR_main_cities.dbf
CAR_main_cities.prj
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.dbf
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.qix
BaseGrid_NewPrefs.cpg
BaseGrid_NewPrefs.shp
Grid_5km_CFA_v4.qmd
Grid_5km_CFA_v4.shx
BaseGrid_NewPrefs.qmd
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.shp.xml
BaseGrid_NewPrefs.shx
Grid_5km_CFA_v4.cpg
Grid_5km_CFA_v4.shp
Grid_5km_CFA_v4.dbf
gadm41_CAF_1_2020.prj
BaseGrid_NewPrefs.dbf
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.shx
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.sbx
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.cpg
caf_admbnda_adm3_200k_sigcaf_reach_itos_v2.shp
LICENSE.txt
README.pdf
Reproducibility verification for Unveiling Hidden Hardships: Leveraging Alternative Data To Map Multidimensional Vulnerability In The Central African Republic
Download [PDF, 139.11 KB]
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