Tag: experimentation

2 entries tagged "experimentation" — 1 post, 1 link.

Posts

Jan 7, 2026 — 20 min — Platform & AI

Statistics for Data Science, Written for Software Developers

A software-developer guide to the statistics that actually change data-science decisions: samples, estimates, uncertainty, effect size, bias, probability, distributions, and model metrics.

Outcome: Defined a practical estimate-review workflow that helps software developers report effect size, confidence intervals, p-values, sampling bias, and classification metrics without treating statistics as glossary trivia.

statistics data science machine learning model evaluation experimentation

Links

Articleevanmiller.orgApr 9, 2026Permalink

Statistical Formulas For Programmers

Evan Miller

Evan Miller's statistics pages are useful because they speak to programmers who need decision math, not notation theater. This one is especially good as a quick reference for formulas that show up in experiments and product metrics.

Worth keeping near the statistics posts because it encourages the right instinct: make the uncertainty explicit before turning a number into a decision.

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