Statistics & probability

Exact upper probability bound after zero events calculator

Find the exact one-sided binomial upper bound after observing no events.

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Behind the numbers

How this calculation works

More trials with zero observed events produce a lower upper bound at the same confidence level.

THE FORMULAp upper = 1 − (1 − confidence)^(1/n)

A worked example

For zero events in ten trials, the 95% upper bound is about 25.89%.

Good to know

The trials must be independent with a common event probability.

Read the result

Find the exact one-sided binomial upper bound after observing no events.

The primary result is labeled “Upper probability bound”. Keep the input definitions in view when comparing this result with another method.

Try a related calculation

The trials must be independent with a common event probability.

For a related exercise, try the statistics calculator.

A few questions, answered

How can I check the default inputs by hand?

For zero events in ten trials, the 95% upper bound is about 25.89%.

Which rule does this calculator apply?

p upper = 1 − (1 − confidence)^(1/n)

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