Source code for the data analysis and models, including the FewSOC prompting framework for O*NET-SOC classification, used in the paper "Leveraging Large Language Models for Career Mobility Analysis: A Study of Gender, Race, and Job Change Using U.S. Online Resume Profiles."

Modelagem Multinível HLM2 e HLM3 — Dados Hierárquicos | MBA Data Science USP/ESALQ

PhD labs on multilevel modeling: random effects, cross-level interactions, marginal effects via MC simulation, hierarchical logit, and MrP.

Open-science data and reproducible R/Python analyses for Wan et al. (2024) on age, household income, psychological distress, and delay discounting across adulthood.

Reproducible R and Python analyses of age, income, and delay discounting of monetary losses across adulthood.

Statistical Modeling II

Experimental research identifying when individual differences override consensus judgment. Uses multilevel modeling to pinpoint behavioral tipping points (N=889).

Multilevel analysis of neighborhood effects on redistribution attitudes in the Netherlands. Dual R/Python pipelines, interactive dashboards, and reproducible research design.

Entrega final Seminario de grado 2025

Multilevel model (lme4) of attitudes toward Roma in the workplace across 28 EU countries. Eurobarometer 493, N=27,438. Individual and country-level predictors with multiple imputation via mice.

Open research compendium for Wan et al. (2021): data, Bayesian multilevel analyses in R and Python, figures, and materials on food sharing and social choice in rats.

MSc thesis: interest group prominence in U.S. congressional floor speeches. SVM classifier (F1=0.79), multilevel regression, 114th-115th Congress. Full thesis PDF included.