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Source: Z Test Formula (www.bushiken.ru) where x = any value from the population. μ = population mean; ơ = population standard deviation; In the case of a sample, the formula for z-test statistics of value is calculated by deducting sample mean from the x-value. Then the result is divided by the sample standard deviation.