ML and NLP

Detecting gender/age bias in healthcare using medical notes
Combining NLP analysis and Fuzzy Regression Discontinuity to discern whether medical outcomes/attention differs from gender, race, and age Skill used: PCC, Jaccard, and Chi-Squared; Principal Component Analysis; Logistic Regression; Latent Dirichlet Allocation; K-Means Clustering; and Fuzzy Regression Discontinuity.

Spatial Analysis and Impact Evaluation

Impact of Eviction over Shootings in NYC
Estimating the impact of evictions over shootings during the pandemic in NYC.
Skill used: Diff-in-diff regression, QGIS, spatial interpolation, STATA, regression, impact evaluation, policy analysis An electrification Plan to Increse Female Employment in South Africa SDGs 7 and 8
Using evidence and spatial data to create an electrification plan for incresing employment in South Africa.
Skill used: QGIS, spatial interpolation, STATA, financial analysis, multicriteria optimization Random Forest and Satellite Imagery Classification of Roofs in Bogota
Assessing economic welfare using machine learning image classification for two boroughs in Bogota-COL.
Skill used: QGIS, Google Earth Engine, STATA, poverty analysis, NDVI index, supervised learning
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Applied Econometrics

Measuring the Impact of 1978’s SOE Privatization in Nanjing, China
Estimating the impact of evictions over shootings during the pandemic in NYC.
Skill used: Diff-in-diff regression, STATA, regression, impact evaluation, policy analysis Private Innovation and risk: An Empirical Analysis of Companies behavior in Poland
Analizing the determinants of R&D investment in Poland in 2014.
Skill used STATA, regression, impact evaluation, policy analysis, robustness analysis —

Policy Analysis

Corruption and Participatory Budgets (BuB: the Phillipines’case)
Analyzing how institutions design and procedures create opportuntities for corruption.
Skill used: Literture review analysis, secondary data collection, qualitative analysis

The Colombian Bingo: the importance of trade promotion and infrastructure policies
Connecting research evidence to identify income-generating investments in Colombia’s main conflict regions.
Skill used: Macroecomic analysis, developing accounting
Can Colombia Learn from China’s Rural transformation?
Analyzing the determinants of China’s radical increment of TPF and extracting potential lessons for Colombia.
Skill used: Macroeconomic analysis, developing accounting

The political economy of authoritarian regimes

On Informational Autocrats: analyzing President Trump’s Twitter strategies
Connecting research evidence to identify income-generating investments in Colombia’s main conflict regions.
Skill used: Literture review analysis, secondary data collection, qualitative analysis

Credibility restoration, common enemies, and player elimination: a toolkit for long-term autocrats
Contrasting Deb’s research on autocratic behavior with neuroscience findings.
Skill used: Literture review analysis, secondary data collection, qualitative analysis

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