Null Hypothesis

Short answer

The null hypothesis is the default assumption in a statistical test that there is no real difference or effect between groups. An experiment collects evidence against it; if results would be very unlikely under the null hypothesis, it is rejected in favor of a real effect. Failing to reject it does not prove that no effect exists.