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For instance, suppose we have a radioactive sample that emits, on average, five particles every ten minutes.
We take measurements of how many particles the sample emits over ten-minute periods.
The measurements will exhibit different values of k, and if the sample behaves according to Poisson statistics, then each value of k will come up in a proportion given by the probability mass function above.
From measurement to measurement, however, λ remains constant at 5.
If we do not alter the system, then the parameter λ is unchanged from measurement to measurement ; if, on the other hand, we modulate the system by replacing the sample with a more radioactive one, then the parameter λ would increase.

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