KARAMBIOSCIENCE
EST. 2026
EVIDENCE / 02
Tools / MEASURE

Replicate precision

Inspect the mean, sample standard deviation, standard error, and coefficient of variation of a numeric series.

Inputs

Default inputs are illustrative examples, not data from a published study. No input is transmitted to Karam.

Illustrative example

The result

Method & assumptions

At least two observations are needed. CV is only displayed for positive means and is interpretable for ratio-scale measurements. Technical repeats do not count as independent biological samples. SEM is not a measure of individual-value spread.

Sanity check

For 1, 2, 3: mean=2; sample SD=1; SEM≈0.5774; CV=50%.

Mean = Σx/n
Sample SD = √[Σ(x−mean)²/(n−1)]
SEM = SD/√n; CV = 100×SD/mean

Implementation version 1.0 · 2026-10-15. Deterministic formulas or editorial rules, with no AI model or external service processing your inputs.