Huolala Tech

Jan 26, 2024 · Operations

Can Time‑Slice Experiments Skew Your Results? Understanding Capacity Competition and Optimal Design

This article examines how time‑slice (time‑slot) AB experiments can cause capacity competition, analyzes the resulting bias‑variance trade‑off, and provides practical guidelines for selecting slice lengths and rotation methods to ensure reliable quantitative results while preserving qualitative conclusions.