t-Test - Background
A t-test is employed when one wishes to determine if two samples have statistically different means.
If t is greater than the critical value, then the two samples have statistically different means. The critical value can be determined given the sample sizes, the level of significance chosen (typically a = 0.05), and a critical value table.