The alternative hypothesis
When formulating a null hypothesis we also consider the fact that the belief may be found to be untrue thus we will refuse it. Therefore we formulate an alternative hypothesis which is a contradiction to the null hypothesis, hence when we refuse the null hypothesis we accept the alternative hypothesis.
In our illustration the alternative hypothesis would be as:
H_{1 }= each bag does not weigh 2 kilogram (kg)