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Math & statistics

Z-score standardization

Express an observation as the number of population standard deviations above or below the mean.

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How it works

z=(observed value−mean)/population standard deviation.

Input definitions

Observed value
Enter the value in the labeled unit.
Population mean
Enter the value in the labeled unit.
Population standard deviation
Enter the value in the labeled unit.

A worked example

Observed value
85
Population mean
70
Population standard deviation
10
1.500000

Assumptions & limits

Mathematical calculation using the stated inputs; not a measurement guarantee.

Sources & review

Maintained by AnsRio. Methods and examples use automated checks; this does not imply independent professional certification.

Method updated 2026-10-17. Content checked against the stated method and examples. Our verification approach.

Common questions

Why can statistical results differ between tools?

Denominator, interpolation and boundary conventions can differ. Use the method and assumptions on this page to compare the same definition; displayed decimals may also be rounded.

How does the Z-score standardization tool work?

z=(observed value−mean)/population standard deviation.

What are the assumptions and limits of Z-score standardization?

Mathematical calculation using the stated inputs; not a measurement guarantee.

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