Code and materials for the paper S. Phelps and Y. I. Russell, Investigating Emergent Goal-Like Behaviour in Large Language Models Using Experimental Economics, working paper, arXiv:2305.07970, May 2023

This article reframes pricing as a negotiation rather than a prediction, showing how price emerges from tensions between product reality, market dynamics, and buyer behavior. It introduces negotiation-aware ML, value decomposition, and equilibrium modeling to build transparent, human-aligned pricing systems.

A deep exploration of loyalty as a multi-dimensional behavioral system shaped by intent, habit, and sensitivity. This article introduces a geometric framework for modeling customer behavior, predicting churn trajectories, and designing ML systems that understand loyalty as a dynamic state, not a metric.

A research-grade framework for forecasting tokenomic gene evolution across market cycles. Analyzes historical gene frequencies, models behavioral drift, and predicts future gene expression using interpretable trend and moving-average forecasting. Designed for tokenomics research, risk analysis, and evolutionary cryptoeconomics.

R Package to perform behavioral analysis on financial data.

Model recovery analysis for intertemporal choice

A system used to implement a gender bias, credit attribution experiment at the Harvard Decision Science Laboratory

A blog serving as a notebook and idea-dump for books I read related to economics, psychology, neuroscience, and quantitative modeling.

All the files and data for the experiment performed during the course Behavioural Economics @ University of Amsterdam

Predicting Human Strategic Behavior with Neural Networks

Analysis and modelling of effort-based choice in economic decision-making

shinybeez is a a free and open-source R Shiny application designed to streamline behavioral economic analyses of demand and discounting data.

Python package for the analysis of intertemporal altruism using a trembling hand model.

Banko's public oTree projects

This repository includes scripts to conduct EDA, to test randomization assumptions, and to conduct randomization methods in behavioral finance experiments.

Bauer et al. (2022): “Need, Equity, and Accountability”. Social Choice and Welfare 59, 769–814.

Course materials for Behavioral Economics at Boston College, Fall 2019

Personal website (outdated)

Bauer and Romann (2024): “Equal Deeds, Different Needs”. Oxford Studies in Experimental Philosophy 5, 7–31.