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Reproducibility package for Evaluating Alternative Approaches To Small Area Estimation Of Poverty With Survey And Census Data

2026
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Reference ID
RR_LAC_2026_608
DOI
https://doi.org/10.60572/24rv-b560
Author(s)
David Newhouse, Hai-Anh Dang, Minh Do, Partha Lahiri, Melany Gualavisi, Talip Kilic, Peter Lanjouw, Roy Van der Weide
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Apr 21, 2026
Last modified
May 07, 2026
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Other Materials
README for the reproducibility package for Evaluating Alternative Approaches To Small Area Estimation Of Poverty With Survey And Census Data
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Reproducibility verification for the reproducibility package for Evaluating Alternative Approaches To Small Area Estimation Of Poverty With Survey And Census Data
Download [PDF, 139.46 KB]
Reproducibility package for Evaluating Alternative Approaches To Small Area Estimation Of Poverty With Survey And Census Data
Download [ZIP, 1.57 GB]
Download https://reproducibility.worldbank.org//catalog/538/download/1591
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figure1.do
figure2.do
figure7a.do
figure7b.do
figure7c.do
figure7d.do
figure7e.do
figure7_combine.do
figure8a.do
figure8b.do
figure8c.do
figure8d.do
figure8e.do
figure8_combine.do
figures3and4.do
figures5and6.do
table10.do
table11.do
table12.do
table3.do
table4.do
table5.do
table6.do
table7.do
table8.do
table9.do
tableA2.do
tableA3.do
tableA4.do
tableA5.do
tableA6.do
tableA7.do
tableA8.do
master.do
poverty.do
240529_extract_BRA_census.R
240605_ELL_models_BRA_full_all_2000.R
240607_BRF_full_2000.R
240607_BRF_full_2000_v2.R
240607_subEBP_models_BRA_full_2000.R
240608_BRF_EBP_full_2010.R
240608_BRF_full_2010.R
240608_BRF_full_2010_v2.R
240608_BRF_full_2010_v2b.R
240608_BRF_full_2010_v2c.R
240608_EBP_models_BRA_full_2010.R
240608_ELL_models_BRA_full_all_2010.R
240608_hdp_full_2010_subarea.R
240608_qeml_full_2010.R
240608_subEBP_models_BRA_full_2010.R
240608_xgb_full_2010_subarea.R
240614_EBP_models_BRA_full_2000.R
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240614_EBP_models_BRA_full_2000_nlme_par.R
240614_EBP_models_BRA_full_2000_now_par.R
240614_EBP_models_BRA_full_2010_2f_h.R
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240614_EBP_models_BRA_full_2010_h_analytical.R
240614_EBP_models_BRA_full_2010_xgb_h.R
240614_EBP_zero_models_BRA_full_2010_h_analytical.R
240624_ELL_models_BRA_full_nohet_2010.R
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240326_ELL_models_BRA_het_normal_2000.R
240326_ELL_models_BRA_het_normal_2010.R
240326_ELL_models_BRA_nohet_nonnormal_2000.R
240326_ELL_models_BRA_nohet_nonnormal_2010.R
240326_ELL_models_BRA_nohet_normal_2000.R
240326_ELL_models_BRA_nohet_normal_2010.R
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240610_EBP_models_BRA_nopsu_2010.R
240610_EBP_models_BRA_nopsu_2010_h.R
240615_EBP_models_BRA_nopsu_2000.R
240615_EBP_models_BRA_nopsu_2000_g.R
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240615_EBP_models_BRA_nopsu_2000_nlme_par.R
240615_EBP_models_BRA_nopsu_2000_wow_par.R
240615_EBP_models_BRA_nopsu_2010_g_par.R
deleme.html
240605_ELL_models_BRA_full_norescale_all_2000.R
240605_ELL_models_BRA_full_wow_2000.R
240607_BRF_full_norescale_2000.R
240607_BRF_full_wow_2000.R
240607_subEBP_models_BRA_full_2000.R
240608_BRF_full_norescale_2010.R
240608_BRF_full_wow_2010.R
240608_EBP_models_BRA_full_norescale_2010.R
240608_ELL_models_BRA_full_norescale_all_2010.R
240608_ELL_models_BRA_full_wow_all_2010.R
240608_subEBP_models_BRA_full_norescale_2010.R
240610_EBP_models_BRA_norescale_nopsu_2010.R
240614_EBP_models_BRA_full_norescale_2000.R
240615_EBP_models_BRA_norescale_nopsu_2000.R
240625_EBP_models_BRA_sample_sizes_2000_1.R
240625_EBP_models_BRA_sample_sizes_2000_2.R
240625_EBP_models_BRA_sample_sizes_2000_3.R
240626_ELL_models_BRA_full_sample_sizes_2000_1.R
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240626_ELL_models_BRA_full_sample_sizes_2010_3.R
240702_BRF_sample_sizes_2000.R
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240625_EBP_models_BRA_sample_sizes_2010.R
240626_ELL_models_BRA_full_sample_sizes_2010.R
240702_BRF_sample_sizes_2010.R
240702_subEBP_models_BRA_sample_sizes_2010.R
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240507_EBP_models_BRA_full_bias_2000.R
240507_EBP_models_BRA_full_bias_2010.R
240507_EBP_model_nopsu_BRA_full_bias_2000.R
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240507_ELL_models_BRA_full_bias_2010.R
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240607_BRF_models_BRA_full_2000_MD.R
240607_BRF_models_BRA_full_2010_MD.R
240607_subEBP_models_BRA_full_2000_MD.R
240607_subEBP_models_BRA_full_2010_MD.R
240326_ELL_models_MEX_full_all_2010.R
240326_ELL_models_MEX_full_all_2010_test.R
240326_ELL_models_MEX_full_all_2015.R
240326_ELL_models_MEX_full_all_2020.R
240424_EBP_models_MEX_full_all_2015.R
240424_EBP_models_MEX_full_all_2020.R
240502_BRF_full_2010.R
240502_BRF_full_2015.R
240502_BRF_full_2020.R
240502_BRF_v2_full_2010.R
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240502_BRF_v2_full_2020.R
240502_XGB_full_2010.R
240502_xgb_full_2015.R
240503_EBP_models_MEX_full_all_2010.R
240520_subEBP_models_MEX_full_2010.R
240520_subEBP_models_MEX_full_2015.R
240520_subEBP_models_MEX_full_2020.R
240520_subEBP_models_MEX_h_2015.R
240701_ELL_models_MEX_full_nohet_2010.R
240703_EBP_models_MEX_full_census_2010.R
240703_EBP_models_MEX_full_census_2020.R
240329_ELL_models_MEX_full_s15_c10.R
240329_ELL_models_MEX_full_s20_c10.R
240329_ELL_models_MEX_full_s20_c15.R
240331_ELL_models_MEX_full_s10_c15.R
240404_EBP_models_MEX_full_s10_c15.R
240412_ELL_models_MEX_full_s10_c20.R
240412_ELL_models_MEX_full_s15_c20.R
240424_EBP_models_MEX_full_s15_c10.R
240425_EBP_models_MEX_full_s20_c10.R
240426_EBP_models_MEX_full_s10_c20.R
240426_EBP_models_MEX_full_s15_c20.R
240426_EBP_models_MEX_full_s20_c15.R
deleteme.html
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240326_ELL_models_MEX_full_all_2015.R
240326_ELL_models_MEX_full_all_2020.R
240326_ELL_models_MEX_het_normal_2010.R
240326_ELL_models_MEX_het_normal_2015.R
240326_ELL_models_MEX_het_normal_2020.R
240326_ELL_models_MEX_nohet_nonnormal_2010.R
240326_ELL_models_MEX_nohet_nonnormal_2015.R
240326_ELL_models_MEX_nohet_nonnormal_2020.R
240326_ELL_models_MEX_nohet_normal_2010.R
240326_ELL_models_MEX_nohet_normal_2015.R
240326_ELL_models_MEX_nohet_normal_2020.R
progress.xlsx
240515_ELL_EBP_models_MEX_full_error_2010.R
240515_ELL_EBP_models_MEX_full_error_2015.R
240515_ELL_EBP_models_MEX_full_error_2020.R
deleteme.html
240503_EBP_models_MEX_full_nohhsize2_2010.R
240317_ELL_models_MEX_full_nopsu_2015.R
240331_ELL_models_MEX_full_nopsu_2020.R
240407_ELL_models_MEX_full_nopsu_2010.R
240423_EBP_models_MEX_full_nopsu_2010.R
240426_EBP_models_MEX_full_nopsu_2020.R
240427_EBP_models_MEX_full_nopsu_2015.R
deleteme.html
240326_ELL_models_MEX_full_norescale_all_2010.R
240326_ELL_models_MEX_full_norescale_all_2015.R
240326_ELL_models_MEX_full_norescale_all_2020.R
240326_ELL_models_MEX_full_wow_2020.R
240326_ELL_models_MEX_full_wow_all_2010.R
240326_ELL_models_MEX_full_wow_all_2015.R
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240424_EBP_models_MEX_full_norescale_2015.R
240424_EBP_models_MEX_full_norescale_2020.R
240426_EBP_models_MEX_full_nopsu_norescale_2020.R
240427_EBP_models_MEX_full_nopsu_norescale_2015.R
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240502_BRF_full_norescale_2010.R
240502_BRF_full_norescale_2015.R
240502_BRF_full_norescale_2020.R
240502_BRF_full_wow_2010.R
240502_BRF_full_wow_2015.R
240502_BRF_full_wow_2020.R
240503_EBP_models_MEX_full_norescale_2010.R
240520_subEBP_models_MEX_full_norescale_2010.R
240520_subEBP_models_MEX_full_norescale_2015.R
240520_subEBP_models_MEX_full_norescale_2020.R
240423_EBP_models_MEX_full_psuonly_2010.R
240423_EBP_models_MEX_full_psuonly_norescale_2010.R
240628_EBP_models_MEX_full_sample_sizes_2010.R
240628_ELL_models_MEX_full_sample_sizes_2010.R
240702_BRF_sample_sizes_2010.R
240702_subEBP_models_MEX_sample_sizes_2010.R
240628_EBP_models_MEX_full_sample_sizes_2015_1.R
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240628_EBP_models_MEX_full_sample_sizes_2015_3.R
240628_ELL_models_MEX_full_sample_sizes_2015_1.R
240628_ELL_models_MEX_full_sample_sizes_2015_2.R
240628_ELL_models_MEX_full_sample_sizes_2015_3.R
240702_BRF_sample_sizes_2015.R
240702_subEBP_models_MEX_sample_sizes_2015.R
240628_EBP_models_MEX_full_sample_sizes_2020_1.R
240628_EBP_models_MEX_full_sample_sizes_2020_2.R
240628_EBP_models_MEX_full_sample_sizes_2020_3.R
240628_ELL_models_MEX_full_sample_sizes_2020_1.R
240628_ELL_models_MEX_full_sample_sizes_2020_2.R
240628_ELL_models_MEX_full_sample_sizes_2020_3.R
240702_BRF_sample_sizes_2020.R
240702_subEBP_models_MEX_sample_sizes_2020.R
deleteme.html
240507_EBP_models_MEX_full_bias_2010.R
240507_EBP_model_nopsu_MEX_full_bias_2010.R
240507_EBP_model_nopsu_MEX_full_bias_2015.R
240507_EBP_model_nopsu_MEX_full_bias_2020.R
240507_ELL_models_MEX_full_bias_2010.R
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240511_ELL_models_MEX_full_bias_2020.R
240516_BRF_full_2010.R
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240516_BRF_full_2020.R
240516_subEBP_models_MEX_bias_2010.R
240517_subEBP_models_MEX_bias_2015.R
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240423_EBP_models_MEX_full_nopsu_g_2010.R
240424_EBP_models_MEX_full_all_g_2015.R
240424_EBP_models_MEX_full_all_g_2020.R
240426_EBP_models_MEX_full_nopsu_g_2020.R
240427_EBP_models_MEX_full_nopsu_g_2015.R
240503_EBP_models_MEX_full_all_g_2010.R
230529_Sampling_BRA_2000.do
240502_FH_models_BRA_full_smoothed_2000.do
240529_Data_cleaning_BRA_full_2000.do
240531_distribution_survey_census_2000.do
240603_Creates_census_samples_lasso_BRA_2000.do
240606_FH_models_BRA_full_2000.do
240607_subarea_data_full_2000.do
240607_subEBP_models_BRA_full_2000.do
240610_Creates_census_samples_lasso_BRA_nopsu_2000.do
240817_Sampling_BRA_2000.do
deleteme.html
EBP_models_BRA_full_census_2000_nopsu_wb.do
EBP_models_BRA_full_census_2000_wb.do
240515_Creates_census_samples_lasso_error.do
240515_distribution_survey_census.do
240516_Stats_vars.do
240517_variables_with_error.do
~240515_distribution_survey_census.do.stswp
~240516_Stats_vars.do.stswp
240620_Model_assessment_EBP_BRA_2000.do
240502_rank_correlations_FH_BRA_full_smooth_2000.do
240524_MAE_RMSE_FH_BRA_full_smooth_2000.do
240606_MAE_RMSE_FH_BRA_full_2000.do
240606_rank_correlations_FH_BRA_full_2000.do
240607_MAE_RMSE_BRFv2_BRA_2000.do
240607_MAE_RMSE_BRF_BRA_2000.do
240607_MAE_RMSE_EBP_BRA_full_2000.do
240607_MAE_RMSE_EBP_BRA_full_2000_dn.do
240607_MAE_RMSE_ELL_BRA_full_2000.do
240607_MAE_RMSE_subEBP_BRA_full_2000.do
240607_rank_correlations_BRFv2_BRA_2000.do
240607_rank_correlations_BRF_BRA_2000.do
240607_rank_correlations_EBP_BRA_full_2000.do
240607_rank_correlations_EBP_BRA_full_2000_dn.do
240607_rank_correlations_ELL_BRA_full_2000.do
240607_rank_correlations_subEBP_BRA_full_2000.do
240610_MAE_RMSE_EBP_bm2_BRA_full_2000.do
240610_MAE_RMSE_EBP_bm_BRA_full_2000.do
240620_Model_assessment_EBP_BRA_2000.do
240620_Model_assessment_subEBP_2000.do
MAE_figure_BRA_2000.do
~240606_MAE_RMSE_FH_BRA_full_2000.do.stswp
~240606_rank_correlations_FH_BRA_full_2000.do.stswp
~240607_MAE_RMSE_BRFv2_BRA_2000.do.stswp
~240607_MAE_RMSE_BRF_BRA_2000.do.stswp
~240607_rank_correlations_BRFv2_BRA_2000.do.stswp
~240607_rank_correlations_BRF_BRA_2000.do.stswp
~240610_MAE_RMSE_EBP_bm2_BRA_full_2000.do.stswp
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deleteme.html
MAE_ebpwb_context_BRA_2000.do
MAE_ebpwb_nopsu_BRA_2000.do
MAE_ebpwb_subarea_BRA_2000.do
MAE_ebpwb_unit_BRA_2000.do
rank_correlations_ebpwb_context_models_BRA_2000.do
rank_correlations_ebpwb_nopsu_models_BRA_2000.do
rank_correlations_ebpwb_subarea_models_BRA_2000.do
rank_correlations_ebpwb_unit_models_BRA_2000.do
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ESS_BRA_2000.do
informative_sampling_BRA_2000.do
sampling_error_BRA_2000.do
scatterplot_BRA_2000.do
240327_rank_correlations_ELL_het_normal_BRA_full_2000.do
240327_rank_correlations_ELL_nohet_nonnormal_BRA_full_2000.do
240327_rank_correlations_ELL_nohet_normal_BRA_full_2000.do
240524_MAE_RMSE_ELL_het_normal_BRA_full_2000.do
240524_MAE_RMSE_ELL_nohet_nonnormal_BRA_full_2000.do
240524_MAE_RMSE_ELL_nohet_normal_BRA_full_2000.do
ICC_ebp_BRA_2000.do
ICC_ebp_nopsu_BRA_2000.do
ICC_ebp_nopsu_norescale_BRA_2000.do
ICC_ebp_nopsu_wow_BRA_2000.do
ICC_ebp_norescale_BRA_2000.do
ICC_ebp_wow_BRA_2000.do
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240516_MAE_RMSE_EBP_BRA_error_2000.do
240516_MAE_RMSE_ELL_BRA_error_2000.do
240516_rank_correlations_EBP_BRA_error_2000.do
240516_rank_correlations_ELL_BRA_error_2000.do
deleteme.html
240620_Model_assessment_EBP_BRA_nopsu_2000.do
240702_MAE_RMSE_EBP_BRA_nopsu_2000.do
240702_MAE_RMSE_EBP_BRA_nopsu_2000_g.do
240702_MAE_RMSE_EBP_BRA_nopsu_2000_h.do
240702_MAE_RMSE_EBP_BRA_nopsu_2000_nlme.do
240702_MAE_RMSE_EBP_BRA_nopsu_2000_wow.do
240702_rank_correlations_EBP_BRA_nopsu_2000.do
240702_rank_correlations_EBP_BRA_nopsu_2000_g.do
240702_rank_correlations_EBP_BRA_nopsu_2000_h.do
240702_rank_correlations_EBP_BRA_nopsu_2000_nlme.do
240702_rank_correlations_EBP_BRA_nopsu_2000_wow.do
240327_rank_correlations_ELL_norescale_BRA_full_2000.do
240327_rank_correlations_ELL_wow_BRA_full_2000.do
240607_MAE_RMSE_BRF_norescale_BRA_2000.do
240607_MAE_RMSE_BRF_wow_BRA_2000.do
240607_rank_correlations_BRF_norescale_BRA_2000.do
240607_rank_correlations_BRF_wow_BRA_2000.do
240607_rank_correlations_EBP_wow_BRA_full_2000.do
MAE_ebp_norescale_context_BRA_2000.do
MAE_ebp_norescale_nopsu_BRA_2000.do
MAE_ebp_norescale_subarea_BRA_2000.do
MAE_ebp_norescale_unit_BRA_2000.do
MAE_ell_norescale_unit_BRA_2000.do
MAE_ell_wow_unit_BRA_2000.do
MAE_ell_wow_unit_BRA_2010.do
rank_correlations_ebp_norescale_context_models_BRA_2000.do
rank_correlations_ebp_norescale_nopsu_models_BRA_2000.do
rank_correlations_ebp_norescale_subarea_models_BRA_2000.do
rank_correlations_ebp_norescale_unit_models_BRA_2000.do
rank_correlations_ell_norescale_unit_models_BRA_2000.do
~240607_MAE_RMSE_BRF_wow_BRA_2000.do.stswp
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~rank_correlations_ebp_norescale_nopsu_models_BRA_2000.do.stswp
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~rank_correlations_ebp_norescale_subarea_models_MEX_2010.do.stswp
poverty_simulations_BRA_2000.do
240628_MAE_RMSE_EBP_BRA_samples_sizes_2000.do
240628_MAE_RMSE_ELL_BRA_sample_sizes_2000.do
240628_MAE_RMSE_FH_BRA_sample_sizes_2000.do
240628_MAE_RMSE_FH_smoothed_BRA_sample_sizes_2000.do
240628_rank_correlations_EBP_BRA_sample_sizes_2000.do
240628_rank_correlations_ELL_BRA_sample_sizes_2000.do
240628_rank_correlations_FH_BRA_sample_sizes_2000.do
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data.zip
data_hash_report.csv
LICENSE.txt
master.do
ess_rc.png
figure2.png
figure_7.png
mae_box_plot.png
tables-output.xlsx
tables.xlsx
README.pdf
reproducibility_report_RR_LAC_2026_608.pdf
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