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Estimating the Average Height in the USA Using the Monte Carlo Method

  • The Monte Carlo Method is a statistical technique that uses repeated random sampling to approximate unknown values.
  • To estimate the average height of the U.S. population, we compute sample means for different groups and repeat this process for a large number of trials.
  • The Law of Large Numbers states that as the number of samples increases, the sample mean approaches the true population mean.
  • A Monte Carlo simulation was run to estimate the average height in the USA, showing that the estimated mean stabilizes around the true value.

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