In setting the confidence interval for the population mean of a normal or approximately normal distribution, and given that the sample size is small, Student's t-distribution is the most appropriate approach when the variance is:
When the sample size is small (and the population is normally or approximately normally distributed), the Student's t-distribution is preferred if the variance is unknown.