The 22RE Restoration
[ Live ]A family truck, back in the family. Restoring a ~1992 Toyota pickup with my son, backed by real forum data on what breaks on a 22RE, and why it matters in Hawaii.
- [ Data Viz ]
- [ Web Scraping ]
- [ Personal ]
Personal projects I build on my own time: real, data-driven write-ups on experimentation and causal inference, plus a couple of notes still in progress.
A family truck, back in the family. Restoring a ~1992 Toyota pickup with my son, backed by real forum data on what breaks on a 22RE, and why it matters in Hawaii.
Test twenty metrics at once and something will look like a winner by chance, even when nothing real changed. A live simulation of why, and what actually controls it.
Most of the variance in your metric has nothing to do with your treatment. A live simulation of CUPED, the technique that removes it, without touching your false-positive rate.
Checking your A/B test results early feels harmless. A live simulation of what it actually costs you, in both frequentist and Bayesian terms.
How much should you trust surfboard volume calculators? A comparison of how thirteen recommendation systems disagree for the same surfer.
An open-source library for designing, analyzing, and reporting on A/B tests: the parts of an experimentation platform worth sharing publicly.
Notes and worked examples as I learn causal methods (diff-in-diff, synthetic control, instrumental variables) for questions where a randomized test isn't possible.