demand-estimation

Code for UTexas Structural Econometrics and IO

TRE'25: Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach

Public charging station utilization dataset for the city of Hamburg. Dataset is described in the respective paper: Placing BEV Charging Infrastructure: Influencing Factors, Metrics, and their Influence on Observed Charger Utilization

Retail pricing and promotion decision engine with demand estimation, counterfactual optimization, IV sensitivity, A/B test design, and Streamlit deployment.

Tool to quickly quantify potential for Park & Drive locations based on MATSim traffic models

Applied Newsvendor model for optimal inventory ordering in print media wholesale distribution. Demand estimation from censored sales + lost sales, empirical & kernel density distributions, critical ratio optimization, full-network & per-wholesaler calculations, and before/after evaluation of a real supply test (Bezugstest).

Empirical industrial organization — BLP demand estimation and merger simulation, Rust (1987) dynamic programming, and Bajari–Benkard–Levin dynamic games (Yale PhD Empirical IO)

A collection of PM guides, prompt templates, and use case documentation for AI product managers