James Washington
writing about archive utils free game ideas replays
Model

School effectiveness causal analysis (value-added, diff-in-diff, synthetic control)

A statistics study of whether a school and a new reading curriculum are helping students, using only public data.

built Jun 2026 updated Jun 2026 Letting AI make calls, safely

how it works

Citywide panel from public suppressed aggregates; value-added residuals, staggered-rollout difference-in-differences for curriculum, synthetic control for a leadership transition; documented null hypotheses and ethics framing.

Model: A trained AI model or a configuration of one.

causal-inferencediff-in-diffeducationpythonsynthetic-control
← everything I've built
© 2026 James Washington
github twitter rss