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Quick Reference SheetStatistics & Data

Measures of Spread Quick Reference

A stronger spread reference sheet for variance, standard deviation, range, and z-scores, with interpretation guidance.

Filename: measures-of-spread-quick-reference.pdfFile size: 3 KB

Formula highlights

Variance
sigma^2 = sum((x - mean)^2) / N
Standard deviation
sigma = sqrt(variance)

What spread tells you

Spread measures how widely the data are dispersed around a centre. It complements, rather than replaces, measures such as the mean or median.

Core relationships

  • Range = maximum - minimum
  • Variance averages squared deviations in the chosen model
  • Standard deviation is the square root of variance
  • Z-score standardises a value relative to the mean and standard deviation

Interpretation reminders

  • Range is quick but sensitive to extremes.
  • Standard deviation is often easier to interpret than variance because it returns to the original units.
  • A z-score shows how unusual a value is relative to the distribution model.

Worked examples

Use range for a fast first look, then standard deviation when you need a fuller picture of spread.

A high positive z-score suggests a value well above the mean, while a negative z-score indicates a value below it.

Related calculators

Use the formulas in live tools.

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