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.
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.
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.
promotional material for our work on Eckstein-Keane-Wolpin models
Regression analysis in Stata to assess the impact of Medicaid expansion on employment outcomes using the IPUMS database.
A Rust library for performing Oaxaca-Blinder decomposition on Polars DataFrames, with support for categorical variables and bootstrapped standard errors.
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."
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.
Research examining how the 2017 "Buy American, Hire American" policy affected wages across industries with varying H-1B visa dependency (2012-2020)
Causal effect of DACA on labor market outcomes. Run difference-in-differences models for immigrants near the criteria cutoffs for DACA eligibility and investigate the causal effect of DACA on labor market outcomes of local residents.
This repository holds data, code, and documentation related to my distinction research for ECN 495/ECN 496
Quantitative analysis of Brazilian Labor Market dynamics (PNAD Contínua), featuring seasonal adjustments, income tracking, and macroeconomic correlations (Phillips Curve) using R
File of analysis from my 3rd chapter of my doctoral thesis
Applied econometric analysis of minimum wage policy using U.S. state-level panel data (TWFE).
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