Huolala Tech

Jan 19, 2024 · Operations

How to Eliminate Pre‑Experiment Bias and Find the Optimal AB Test Grouping

This article explains how pre‑experiment bias can distort AB test results and introduces a suite of techniques—including AA retrospective analysis, SeedFinder optimal random grouping, variance reduction, and an offline splitting algorithm—to create homogeneous test groups and improve experiment reliability.