Hypothesis Tests About a Population Mean, Exercises In the following hypothesis tests, be sure to include all steps. Example 1: A student group maintains that the average student must travel for at least 25 minutes in order to reach college each day. The college admissions office obtained a random sample of 31 one-way travel times from students. The sample had a mean of 19.4 min. and a standard deviation of 9.6 min. Does the admissions office have sufficient evidence to reject the students’ claim? Use the 𝛼 = 0.01 level of significance. Step 1: Step 2: Step 3: Step 4: Step 5: Step 6: Example 2: Delco Products, a division of General Motors, produces commutators used in the electrical systems of automobiles. The commutators are designed to be 18.810 mm in overall length. The following random sample of 35 commutator lengths was taken while monitoring the manufacturing process (all data values are in millimeters): 18.802 18.810 18.780 18.757 18.824 18.827 18.825 18.809 18.794 18.787 18.844 18.824 18.829 18.817 18.785 18.747 18.802 18.825 18.810 18.802 18.780 18.830 18.874 18.836 18.758 18.813 18.844 18.861 18.824 18.835 18.794 18.853 18.823 18.863 18.808 Is there sufficient evidence to reject the claim that these parts meet the design requirement “mean length is 18.810 mm?” Use the 𝛼 = 0.01 level of significance. Step 1: Step 2: Step 3: Step 4: Step 5: Step 6: Example 3: Selasphorus platycerus is the scientific name of the broad-tailed hummingbird that is commonly found throughout the western United States. It is known that the mean incubation time for eggs of this bird is approximately 16.5 days (based on information from The Hummingbird Book, by D. Stokes and L. Stokes, Little, Brown and Company). Assume that incubation times are approximately normally distributed. It is suspected that at higher elevations (above 8000 feet), the mean incubation time might be different from 16.5 days. A number of broad-tailed hummingbird nests were located in mountain country above 8000 feet, and incubation times for 18 eggs gave the following information (in days): 15 19 16 16 18 17 21 18 17 16 17 18 19 16 15 21 23 19 Does this information provide sufficient evidence to conclude that the average incubation time for broad-tailed hummingbird eggs at elevations above 8000 feet differs from 16.5 days? Use the α = 0.05 level of significance. Step 1: Step 2: Step 3: Step 4: Step 5: Step 6: Example 4: A company that manufactures school supplies says that teachers spend a mean of more than $580 of their own money on school supplies in a year. A random sample of the amounts (in dollars) that 24 teachers spent on school supplies in a recent year is listed below. 523 581 476 600 721 622 575 320 888 875 910 643 596 587 398 622 585 700 590 710 729 857 630 520 Does this information provide sufficient evidence to support the company’s claim? Use the α = 0.05 level of significance. Step 1: Step 2: Step 3: Step 4: Step 5: Step 6: Example 5: An environmentalist estimates that the mean waste recycled by adults in the United States is more than 1 pound per person per day. You want to test the claim. You find that the mean wasted recycled per person per day for a random sample of 12 adults in the United States is 1.2 pounds and the standard deviation is 0.3 pound. Does this information provide sufficient evidence to support the environmentalist’s claim? Use the α = 0.05 level of significance. Step 1: Step 2: Step 3: Step 4: Step 5: Step 6: Example 6: Consumer Reports indicated that the mean acceleration time (0 to 60 miles per hour) for the Dodge Intrepid was 10.2 seconds. In most tests of this type, regular unleaded gasoline is used. Suppose that 41 such tests were made using premium unleaded gasoline (octane over 91), and that the sample mean accelerating time (0 to 6 mph) was found to be 𝑥̅ = 9.7 𝑠𝑒𝑐𝑜𝑛𝑑𝑠, with a sample standard deviation of s = 2.1 seconds. Does this indicate that premium gasoline tends to reduce average acceleration time (0 to 60 mph)? Use α = 0.05. Step 1: Step 2: Step 3: Step 4: Step 5: Step 6: