Statistics & probability

Exponential waiting time

Estimate a waiting-time probability under a constant-rate model.

Exponential waiting time
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A clear answer. Here’s how.

For an exponential waiting time with rate λ, P(T>t)=exp(−λt), P(T≤t)=1−exp(−λt), mean=1/λ and median=ln(2)/λ. Uses expm1 for small cumulative probabilities. Assumes independent events and a constant rate; the time unit must match the rate.

See a worked example

Worked example

A fixed demonstration, separate from the values you enter above.

Events per time unit
0.5
Waiting time in the same time unit
3

Example result

P(T ≤ time)
0.776869839852
P(T > time)
0.223130160148
Mean waiting time
2
Median waiting time
1.38629436112