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The null hypothesis is a statement of equality to be tested. The alternative hypothesis is a statement of inequality that is the complement of the null hypothesis.
H_0: μ ≥ 10
H_a: μ < 10
Claim: μ < 10
A hypothesis test is used to asses a specific claim about the mean of a population.
| Typical Claims About the Mean | ||
|---|---|---|
| The mean is equal to a specific value. | The mean is greater than a specific value. | The mean is less than a specific value. |
There are two parts to a hypothesis test — the null hypothesis and the alternative hypothesis.
A claim can be part of the null or alternative hypothesis. With the above facts in mind, let's consider the given statement.
|
Jack thinks it takes less than 10 minutes to ride his bike from his home to the store. |
Notice that Jack's claim is a statement of inequality and it does not include equality. Therefore, we can relate the claim with the alternative hypothesis. Consequently, the null hypothesis is the complement.
| Null Hypothesis | Alternative Hypothesis |
|---|---|
| The mean is greater than or equal to 10 minutes H_0:μ ≥ 10 |
The mean is less than 10 minutes (claim) H_a:μ < 10 |