MLE Poisson vs Pareto

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I am learning about the MLE. I got can do the proof of the Poisson distribution, which I learned from a video. The multiplication summation was a new thing for me, but I think I understand it. I can do the MLE of Poisson now correctly.

I'm still struggeling with the Pareto MLE. I also make use here of the multiplication summation and the rule ln(π) = Σ, because ln(a*b) = ln(a) + ln(b).

In the solution of the Pareto, there is a summation sign in the denominator, but it should be a muliplication summation. I don't see why.

Question:

  • Why is there a multiplication summation in the Pareto MLE, but a summation in the Poisson?
  • Why do I get a summation sign in my final answer of the pareto MLE, where it actually should me a multiplication summation?

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