The director of a state agency believes that the average starting salary for clerical employees in the state is less than $31,000 per year. To test her hypothesis, she has collected a simple random sample of 100 starting clerical salaries from across the state and found that the sample mean is $25,550
a. State the appropriate null and alternative hypotheses