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A newspaper reports that the average expenditure on Valentine's Day is $100.89. Do male and female consumers differ in the amounts they spend? The average expenditure in a sample survey of 40 male consumers was $138.67, and the average expenditure in a sample survey of 30 female consumers was $61.64. Based on past surveys, the standard deviation for male consumers is assumed to be $35, and the standard deviation for female consumers is assumed to be $20.
(a)
What is the point estimate (in dollars) of the difference between the population mean expenditure for males and the population mean expenditure for females? (Use male − female.)
$
(b)
At 99% confidence, what is the margin of error (in dollars)? (Round your answer to the nearest cent.)
$
(c)
Develop a 99% confidence interval (in dollars) for the difference between the two population means. (Use male − female. Round your answer to the nearest cent.)
$ to $
x1 = | 138.67 | x2 = | 61.64 |
n1 = | 40 | n2 = | 30 |
σ1 = | 35.00 | σ2 = | 20.00 |
a)
Point estimate of differnce '=x1-x2 = | 77.03 |
b)
std error σ1-2=√(σ21/n1+σ22/n2) = | 6.630 |
for 99 % CI value of z= | 2.576 | ||
margin of error E=z*std error = | 17.09 |
c)
lower bound=(x1-x2)-E = | 59.952 | ||
Upper bound=(x1-x2)+E = | 94.108 | ||
from above 99% confidence interval for population mean =(59.95 to 94.11) |
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