What is the formula for a Z-test for a population mean?
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he formula for a Z-test for a population mean (when the population standard deviation is known) is:
z=xˉ−μ0σnz = \frac{\bar{x} - \mu_0}{\frac{\sigma}{\sqrt{n}}}z=nσxˉ−μ0
Where:
- xˉ\bar{x}xˉ = sample mean
- μ0\mu_0μ0 = hypothesized population mean
- σ\sigmaσ = population standard deviation
- nnn = sample size
This formula is used when the population standard deviation is known and the sample size is large enough for the normal approximation to apply.