asset markets 1Chow-Liu tree 1equilibrium analysis 1information aggregation 1information economics 1machine learning 1
From the 1 of 3 linked papers with an AI index.
3 papers
econ.TH2026
Equilibrium Information Aggregation under Machine Learning
Andrew Ellis, Michele Piccione, Shengxing Zhang
The paper develops a theoretical model where agents use the Chow‑Liu tree algorithm to process information and studies how this affects equilibrium outcomes in an asset market, fin…
econ.TH2026
Limited belief propagation and contingent thinking
Andrew Ellis, Ran Spiegler
An agent updates her beliefs over a set of variables after observing some of them. We provide a representation of updated beliefs that captures limited propagation of her observati…
econ.TH2025
Subjective Causality in Choice
Andrew Ellis, Heidi Christina Thysen
Choices based on observational data depend on beliefs about which correlations reflect causality. An agent predicts the consequence of available actions using a dataset and her sub…