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What is the purpose of a sampling distribution? What information does it provide?

What is the purpose of a sampling distribution? What information does it provide?

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A sampling distribution of any data is used to get the sample statistics which in turn are then used to get an estimate or a confidence interval for the population parameters.

For example, to estimate the population mean, we use the sample mean as the sample statistics from the sampling distribution as sample mean is an unbiased point estimate of the population mean here. Similarly a sample standard deviation is used as an unbiased estimate of the population standard deviation.

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