Notebooks for a short course on urban econometrics, also covering causal inference methods such as experiments, matching, difference in difference, instrumental variables, etc.

Métodos Cuantitativos Aplicados a Estudios Urbanos 2. MEU. UTDT. Curso de introducción al método de regresión para analizar preguntas de investigacion, con ejemplos de economía urbana.

Measures to spatial agglomeration for industries

XGBoost vs. Lasso/Ridge for Bay Area Commute Duration Prediction - OOS R² = 0.646

Causal Inference of NYC Congestion Pricing on Collision Rates

Lecture notes on urban economic insights, covering topics such as housing, transportation, and urban issues.（都市経済学講義ノート）

Analysis of faculty housing affordability using IPEDS + Zillow data, with simulations showing REIT-based solutions outperform salary increases.

Luna's Personal Website

Code Files and Data for "The WealthLine--Examining the Effect of the HealthLine Bus Rapid Transit on Resident Employment"

Reproducible R analysis for Blumenfeld et al. (2024, J. Anthropological Archaeology): spatial equilibrium modeling of urban structure at ancient Teotihuacan using NLS regression, Gini decomposition, and kernel density estimation on archaeological survey data.

Geospatial analysis framework for predicting real estate prices based on neighborhood characteristics, urban environment factors, and location-based economic indicators for market valuation enhancement

Continuous vs. discrete spatial metrics in economic geography. Coexistence, similarity & density.

Empirical evaluation of statewide rent-cap policies in Oregon and California, with building-level extensions across twelve U.S. cities

Modeling retail viability using residual land value and net system value.

A Schelling inspired agent based model with income preferences with a housing market and agent income as additional constraints