Comment on the following statement: The exponential distribution is to the Poisson distribution as the geometric distribution

Question:

Comment on the following statement: “The exponential distribution is to the Poisson distribution as the geometric distribution is to the binomial distribution.” In general, what is the difference between a Bernoulli process and a Poisson process?

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