Primitive 14 / CUPED

CUPED variance reduction

CUPED (Controlled Pre-Experiment Data) subtracts a pre-period covariate to reduce variance in the metric of interest. The chip surfaces how much variance was removed, which covariate was used, and the resulting bump in statistical power expressed in points (1 pt ≈ 1 percentage point of 1−β).

Production answer

CUPED variance reduction is a reusable Oak Flats Muffler Men UI primitive with documented states, accessibility expectations, theme behavior, and implementation evidence.

Primary CTAReview CUPED variance reduction states
Generative search brief

CUPED variance reduction: CUPED (Controlled Pre-Experiment Data) subtracts a pre-period covariate to reduce variance in the metric of interest. The chip surfaces how much variance was removed, which covariate was used, and the resulting bump in statistical power expressed in points (1 pt ≈ 1 percentage point of 1−β).

Live primitive · three covariate fits
CUPED · variance reduction
CUPED · variance reduction
CUPED · variance reduction