Can that rounded mean exist?
Ask whether a reported mean or standard deviation passes necessary arithmetic checks for bounded integer observations.
audit_statisticsTry the real call 01 / UNDERSTAND THE METHOD
ILLUSTRATION · NOT A CALCULATIONSee what the tool does.
INTERACTIVE 3D / METHOD STUDYExplore the method in space.
A teaching illustration. Run the tool below to obtain a native calculation.Drag to inspect · arrow keys move the camera · no MCP call
KNOW WHAT THE RESULT MEANS
Useful evidence needs boundaries.
- These checks apply only when integer observations and the specified rounding rules describe the data.
- Passing necessary conditions does not reconstruct a dataset or prove one exists.
- A flagged inconsistency can reflect transcription or methodological differences; it is not an accusation of fraud.