Code

Open-source replication repositories, live dashboards, and machine learning tools for poverty mapping, small area estimation, distributional monitoring, and social protection targeting in Bolivia and Latin America.

Open-source replication repositories and data tools. All code on github.com/wernerhl.

Research Replication

poverty-map-bolivia

Small area estimation of poverty and nutrition in Bolivia (CPV 2024 + EH 2024). DRF + BYM2 + Optimal Transport pipeline in R. SAE R Bolivia

tail-test-replication

Replication code for The Tail Test: factorial simulation on DRF advantage in small area estimation. Mexico 2015 Intercensal Census. SAE R Simulation

BOL-NoReturns

Bolivia No Returns paper — distributional incidence of Bolivia’s 2024–2025 currency crisis. Incidence Bolivia R

iat-pilot

Implicit Association Test pilot on racial bias in Latin America. Gender & Norms LAC

Data Pipelines

BOL_harmonization

Bolivia Household Survey (Encuesta de Hogares) harmonization pipeline, 2011–2024. Standardizes 14 rounds for panel-consistent distributional analysis. Data Stata Bolivia

BOL.data

Earlier harmonization of Bolivian household surveys. Legacy version. Data Bolivia

Dashboards and Tools

ledgers-bolivia

Ledgers of the Self-Employed — live dashboard for informal firm accounting in Bolivia. Dashboard Informality Bolivia

bolivia-ews

Bolivia P2P Early Warning System — real-time distributional monitoring tool. Dashboard Monitoring Bolivia