Central Limit Theorem Calculator

Enter the population mean, population standard deviation, and sample size into the central limit theorem calculator. The calculator will return the sample mean and sample standard deviation.

Central Limit Theorem Calculator

The following formula is used to calculate the standard deviation of a sample using the central limit theorem.

s = σ / √n

  • Where s is the sample standard deviation
  • σ is the population standard deviation
  • n is the sample size

How to calculate standard deviation using the central limit theorem

  1. First, determine the standard deviation of the population

    Using the formula for standard deviation, calculate this value for the entire population.

  2. Next, determine the same size

    This is the total size of the sample, denoted as n in the calculator above.

  3. Calculate the standard deviation

    Determine the standard deviation of the sample using the formula above and the values from steps 1 and 2.

FAQ

What is the central limit theorem?

The central limit theorem states that the population and sample mean of a data set are so close that they can be considered equal. That is the X = u. This simplifies the equation for calculate the sample standard deviation to the equation mentioned above.

central limit theorem calculator

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