Source code and content for pascalmichaillat.org
Portal for the course "Unemployment" at UCSC [ECON 182]
Estimate an AKM-style two-way fixed effects model using Canadian matched employer-employee data.
An interpretable system that models the future of work as an equilibrium under AI-driven forces. Instead of predicting job loss, it decomposes workforce disruption into automation pressure, adaptability, skill transferability, demand, and AI augmentation to explain stability, tension, and transition paths by 2030.
Julia implementation of the task-based production function from the paper Supply, Demand, Institutions, and Firms by Daniel Haanwinckel
Define labor markets using methods from Natural Language Processing (NLP) to cluster occupations based on their task descriptions.
promotional material for our work on Eckstein-Keane-Wolpin models
A Rust library for performing Oaxaca-Blinder decomposition on Polars DataFrames, with support for categorical variables and bootstrapped standard errors.
This is a Calibrated Simulation of Individual Level Data for the Basic National Pension Scheme (Tier 1) in Ghana for the Periods 2015 to 2024.
Regression analysis in Stata to assess the impact of Medicaid expansion on employment outcomes using the IPUMS database.
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."
Applied econometric analysis of minimum wage policy using U.S. state-level panel data (TWFE).
Research examining how the 2017 "Buy American, Hire American" policy affected wages across industries with varying H-1B visa dependency (2012-2020)
🇫🇷 Analyse des différences de salaire entre natifs et immigrés (Enquête Emploi 2018) 🇬🇧 Wage differential analysis between natives and immigrants (French Labor Force Survey 2018) Projet complet d'analyse de données avec Python | Full data analysis project with Python Data cleaning • Statistical modeling • Visualization • Policy implications
Quantitative analysis of Brazilian Labor Market dynamics (PNAD Contínua), featuring seasonal adjustments, income tracking, and macroeconomic correlations (Phillips Curve) using R
Description: Applied Economics & Data Analytics portfolio — reproducible Python projects in econometrics, macro & micro modeling, labor economics, and compliance analytics. Synthetic data | Open-source | Jupyter-ready
Add a description, image, and links to the labor-economics topic page so that developers can more easily learn about it.
To associate your repository with the labor-economics topic, visit your repo's landing page and select "manage topics."