The mode of a discrete random variable X with pmf px is that

The mode of a discrete random variable X with p.m.f. p(x) is that
value x* for which p(x) is largest (the most probable x value).

Consider X distributed poisson(lambda) ... and k positive integer>=1

a) Show that P(X = k-1) < P(X = k) if and only if k < lambda.

{Note:
{Be sure to prove both directions of the \"if and only if\" in the above!

Thus, the poisson distribution is unimodal, ...
... with the mode occuring at floor(lambda).

b) Show that if lambda is a positive integer then ...
... P(X = lambda) = P(X = lambda - 1).

Thus, if lambda is an integer then both lambda and lambda-1 are modes.

Solution

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