Inference about a Population - Inference about a Population Mean When the Standard Deviation Is Unknown

3 important questions on Inference about a Population - Inference about a Population Mean When the Standard Deviation Is Unknown

How do you call a statistic where the standard deviation of the population is replaced with the standard deviation of the sample?

t-statistic

How is the t-statistic distributed when the sampled population is normal?

Student t distribution

What is the Student t distribution because when the population is non normal, the results of the t-test and confidence interval estimate are still valid provided that the population is not extremely non normal?

Robust

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