Final answer:
The t statistic is used in several circumstances for hypothesis testing when the sample size is less than 30, the population mean is unknown, the population variance (or standard deviation) is unknown, or when you are not sure that the population distribution is normal.
Step-by-step explanation:
The t statistic is used in several circumstances for hypothesis testing:
- When the sample size is less than 30.
- When the population mean is unknown.
- When the population variance (or standard deviation) is unknown.
- When you are not sure that the population distribution is normal.
If any of these conditions are met, the t statistic is used instead of a z-score for hypothesis testing.