Which of these distributions is used for a testing hypothesis of small samples?

There are two formulas for the test statistic in testing hypotheses about a population mean with small samples. One test statistic follows the standard normal distribution, the other Student's t-distribution. The population standard deviation is used if it is known, otherwise the sample standard deviation is used.

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