null vs. alternative hypotheses

A null hypothesis is an assumption that there is no difference between specified populations or no association between two variables. It is basically a statement of "no effect" or "no difference". The alternative hypothesis states that there is an effect or difference between two populations or there is an association between two variables. The alternative hypothesis states that the results that were observed were not due to chance but due to some underlying relation or difference.