Source: Table created by Katherine Williams
A hypothesis test for a mean where the population standard deviation is unknown. Due to the increased variability in using the sample standard deviation instead of the population standard deviation, the t-distribution is used in place of the z-distribution.
A family of distributions that are centered at zero and symmetric like the standard normal distribution, but heavier in the tails. If the sample size is large, the t-distribution approximates the normal distribution.