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Carlo Beenakker
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Q: Is every compound Poisson distribution a mixed Poisson distribution?

A: No. Every mixed Poisson distribution has a variance greater than or equal to the mean. The compound Poisson distribution is not so constrained.

If the i.i.d. random variables that are compounded have mean $\mu$ and variance $\sigma^2$, then the compound Poisson distribution has mean $\lambda t\mu$ and variance $\lambda t\sigma^2$ (adding $N(t)$ variables with rate $\lambda$). So the variance will be smaller than the mean if $\sigma^2<\mu$

Carlo Beenakker
  • 188.3k
  • 18
  • 448
  • 651