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POISSON.DIST

The maths under Erlang.

POISSON.DIST — probability of N arrivals in an interval

Why planners need it

Call arrivals follow a Poisson process. This function gives the probability of exactly N (or up to N) arrivals in an interval — the foundation of staffing theory.

Syntax

=POISSON.DIST(x, mean, cumulative)

Worked example

If a 30-min interval averages 10 calls, the chance of 15+ :

=1 - POISSON.DIST(14, 10, TRUE)≈9%. The TRUE gives the cumulative (up to and including x).

Watch out: mean and x must be over the same interval length. Real arrivals can be "burstier" than Poisson — treat it as the baseline model, not gospel.