We calculated confidence intervals and Z test, to obtain profit from properties of sampling distributions. The most important of these say us that all sampling distribution are Normal if the sample size sufficient big.

When the sample size is small, the means distribution from the samples are not exactly Normal, although they are similar to Normal. This is distribution t. The form of this distribution depend on its freedom degrees, it is a measure of that is so small is the sample size.