1. The problem asks to state the null hypothesis for testing the claim that a population mean equals 40.
2. The null hypothesis, denoted as $H_0$, is a statement of no effect or no difference. It is the claim we test against.
3. For testing a population mean, the null hypothesis is usually that the population mean equals the claimed value.
4. Therefore, the null hypothesis is:
$$H_0: \mu = 40$$
5. This means we assume the population mean $\mu$ is 40 unless evidence suggests otherwise.
6. The alternative hypothesis $H_a$ would be that $\mu \neq 40$, $\mu > 40$, or $\mu < 40$ depending on the test type, but the question only asks for the null hypothesis.
Final answer:
$$H_0: \mu = 40$$
Null Hypothesis 8157A2
Step-by-step solutions with LaTeX - clean, fast, and student-friendly.