Suppose that we wanted to check the occurrence of leading digits in real-life data such as stock

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Suppose that we wanted to check the occurrence of leading digits in real-life data such as stock prices, population numbers, death rates, lengths of rivers to see if they occur randomly. Disregarding zero as a leading digit, we might expect the other nine to occur with equal likelihood. Construct the probability distribution for the leading digits 1–9, assuming equal probability for each, and calculate the mean, variance, and standard deviation for this distribution.

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