Mixture

In statistics a mixture distribution has samples drawn from multiple distributions differing in either their forms or the parameters,

Poisson

The Poisson distribution is a statistical discrete distribution for describing events occurring at random intervals

Others

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So intutively it appears that to explain the variance we should go for mixture of from question Mixture of poisson distribution using flexmix in R |