A Python package for the statistical analysis of A/B tests

因果推理&AB实验相关论文小书库

Theory and implementatuon of various A/B experiments

AB testing, stattests, poisson bootstrap, cuped, linearization

Воспроизводимые эксперименты по снижению дисперсии оценки эффекта: plain diff, CUPED, VWE и их комбинация.

Independent validation of Zetyra statistical calculators — 629 tests across GSD, CUPED, Bayesian, SSR, RAR, and Master Protocol (basket, umbrella, platform) calculators. Includes I-SPY 2, STAMPEDE, and REMAP-CAP trial replications.

A/B testing statistics, design, increasing sensitivity, multiple experiments comparison, traffic splitting and full A/B testing pipeline in Python

Тыкаюсь в темах интенсива A/B-week от ШАДа

An end-to-end A/B testing program review: 6 experiments, 2 ships, and the decision-quality framework behind them

End-to-end A/B experimentation toolkit: experiment readouts, MDE & power calculations, CUPED variance reduction, and decision-focused reporting in a Big Tech economist style.

Experimentation and causal inference platform for product decision systems, implementing A/B testing, CUPED variance reduction, and Difference-in-Differences analysis with reproducible pipelines.

Production A/B testing framework with Budget A/B, CUPED variance reduction, and sequential testing - DoorDash methodology

A/B test lift simulation & analysis in Python: CUPED variance reduction, power analysis, and guardrail metrics with reproducible pytest CI.

Modern A/B experimentation utilities: CUPED/CUPAC hooks, triggered analysis, SRM, switchback helpers, and power sims.