Statistics & probability

Minimum trials for a success probability target calculator

Solve for the smallest number of independent trials required to meet a chance target.

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Behind the numbers

How this calculation works

Trial counts are whole numbers, so the real-valued threshold must be rounded upward to reach the target.

THE FORMULAn ≥ ln(1−target)/ln(1−p)

A worked example

At p = 0.2, ten trials give about 89.26% and eleven give about 91.41%.

Good to know

A certainty target requires certain success per trial.

Read the result

Solve for the smallest number of independent trials required to meet a chance target.

The primary result is labeled “Minimum whole trials”. Keep the input definitions in view when comparing this result with another method.

Try a related calculation

A certainty target requires certain success per trial.

For a related exercise, try the statistics calculator.

A few questions, answered

How can I check the default inputs by hand?

At p = 0.2, ten trials give about 89.26% and eleven give about 91.41%.

Which rule does this calculator apply?

n ≥ ln(1−target)/ln(1−p)

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