In general, the larger the sample, the closer the estimated standard error of the mean is to the actual standard error of the mean. As a rule of thumb, there should be at least six measurements in a sample. Then the standard error of the mean for the sample will be within 5% of the actual standard error of the mean (that is, if the whole group were measured).