Due to the increase in the consumption of bottled water vs. tap
water in North America, researchers conducted a study to determine
if there are differences in some of the mineral content of these
two types of drinking water, focusing in particular to the amount
of calcium present between the two types. In a random sample of 36
cities, it was found the average calcium concentration was 34 mg/L
with a standard deviation of 21 mg/L for tap water (T). A random
sample of 28 commercially available bottled waters (B) was taken
and the average calcium concentration was 18 mg/L with a standard
deviation of 22 mg/L. Does the data provide evidence that tap water
has higher calcium concentration than bottled water? Test at 5%
level of significance.
The value of the appropriate test statistic is ______.
Question 1 options: