Let be your Poisson process and be i.i.d. withdrawal distributions (mean 30 and var 20).
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Customers arrive at an ATM at the times of a Poisson process with rate of 10 per hour. Suppose that the amount of money withdrawn on each transaction has a mean of $30 and a standard deviation of $20. Find the mean and standard deviation of the total withdrawals in 8 hours.