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The Law of Large Numbers and Deviation Inequalities
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The law of large numbers is a fundamental phenomenon in probability that has crucial consequences in statistics and data science. In this video we introduce deviation inequalities, which are key tools in probability theory, and use them to prove the law of large numbers. Then we explain the implications for the estimation of population parameters from random samples, showing that the sample mean is a consistent estimator of the population mean.
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