A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
Study uses remotely sensed data to infer economic outcomes in experiments and quasi-experiments.
Optimizes treatment allocation with spillovers using experimental data.
Bayesian model estimates treatment effects near cutoffs in regression discontinuity designs.
Framework for discovering treatment benefits in user segments.
Study finds inventory inaccuracies are linked to store activity and product perishability.
Combines IV and observational data to estimate CATEs with low compliance and unobserved confounding.
Propensity score (PS) based estimators are increasingly used for causal inference in observational studies. However, model selection for PS estimation in high-dimensional data has received little attention. In these settings, PS models have traditionally been selected based on the goodness-of-fit for the treatment mech…