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Simulating Exponential Random Variate using Julia
This demonstration provides a more comprehensive and practical example of how to simulate exponential random numbers in Julia. It covers both common methods, includes verification steps, and offers optional visualization to help you understand and trust the results. Remember to install the `Plots` package if you intend to use the histogram functionality.
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Simulating Binomial Random Variables with Julia
Simulating Binomial Random Variables with Julia
The Law of Large Numbers (LLN)
The Law of Large Numbers (LLN) is a fundamental concept in probability and statistics. It essentially states that as the number of trials or observations increases, the average of the results will converge towards the expected value or true mean. In simpler terms, the more data you have, the more reliable your sample average becomes.
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