<< Click to Display Table of Contents >> POISSON (Poisson distribution) |
Note: POISSON is supplemented by the new identical function POISSON.DIST, which is available in newer versions of Microsoft Excel (2010 or later).
Syntax:
POISSON(x, Lambda, Cumulative)
Description:
Returns the Poisson distribution.
The Poisson distribution describes the occurrence of independent, similar events of the same type in a given period (for example, the arrival of customers at a counter or the receipt of telephone calls).
It is particularly suitable for probability distributions where there are a large number of results from a sample and the probability that the evaluated event will occur is very small. Here the Poisson distribution can simulate the binomial distribution (with Lambda = n*p). In contrast to the binomial distribution, however, Poisson requires only one parameter (apart from x): the expected value Lambda (see example).
x is the value to be evaluated. Must be ≥ 0. Furthermore x should be an integer. Digits to the right of the decimal point are ignored.
Lambda (λ) is the expected value (mean value) for x. Lambda must be ≥ 0.
The logical value Cumulative lets you specify which type of function will be returned:
FALSE: The probability density function is returned.
TRUE: The cumulative distribution function is returned.
Example:
In a multi-story building, an average of 4 light bulbs become defective per week.
To determine the probability that just 3 light bulbs become defective in one week:
If you want to calculate this with the binomial distribution (function BINOM.DIST/BINOMDIST), you would have to write:
BINOMDIST(3, 100000, 4/100000, FALSE) returns 0.195368768
If, on the other hand, you use the Poisson distribution, you can do this without the parameters n and p and simply write:
POISSON(3, 4, FALSE) returns 0,195366815
As expected, the two results are very similar (as described above).
Another example: What is the probability of a maximum of 3 damages?
Here, instead of the density function, you use the distribution function (specify the Cumulative argument with TRUE):
POISSON(3, 4, TRUE) equals 0.43347
See also:
POISSON.DIST, BINOM.DIST.RANGE/BINOM.DIST/BINOMDIST, EXPON.DIST/EXPONDIST