In: Statistics and Probability
Thirty-two small communities in Connecticut (population near 10,000 each) gave an average of x = 138.5 reported cases of larceny per year. Assume that σ is known to be 44.1 cases per year.
(a) Find a 90% confidence interval for the population mean annual number of reported larceny cases in such communities. What is the margin of error? (Round your answers to one decimal place.)
lower limit | |
upper limit | |
margin of error |
(b) Find a 95% confidence interval for the population mean annual
number of reported larceny cases in such communities. What is the
margin of error? (Round your answers to one decimal place.)
lower limit | |
upper limit | |
margin of error |
(c) Find a 99% confidence interval for the population mean annual
number of reported larceny cases in such communities. What is the
margin of error? (Round your answers to one decimal place.)
lower limit | |
upper limit | |
margin of error |
(d) Compare the margins of error for parts (a) through (c). As the
confidence levels increase, do the margins of error increase?
As the confidence level increases, the margin of error decreases.As the confidence level increases, the margin of error remains the same. As the confidence level increases, the margin of error increases.
(e) Compare the lengths of the confidence intervals for parts (a)
through (c). As the confidence levels increase, do the confidence
intervals increase in length?
As the confidence level increases, the confidence interval remains the same length.As the confidence level increases, the confidence interval decreases in length. As the confidence level increases, the confidence interval increases in length.
Solution:
Given
n = 32 sample size
. Sample mean
population standard deviations.
a) The 95% margin of error is
At
from Z table
M.E = 12.785197
M.E = 12.8
The 90% confidence interval for population mean annual number of reported larceny cases is
( 125.7, 151.3)
Lower limit= 125.7
Upper limit = 151.3
Margin of error = 12.8
b) The 95% margin of error is
. From Z table
M E = 1.96 * 7.7958523
M E = 15.279870
M E = 15.3
The 95% confidence interval for population mean annual number of reported larceny cases w
( 123.2, 153.8)
Lower limit = 123.2
Upper limit = 153.6
Margin of error = 15.3
c) The 99% margin of error is
from Z table
M.E = 2.58 * 7.7958523
M.E = 20.113299
M.E = 20.1
The 99% confidence interval for population mean annual number of reported larceny cases is
( 118.4, 158.6)
Lower limit = 118.4
Upper limit = 158.6
Margin of error = 20.1
d) Comparison of margin of error :
As the confidence level increases the margin of error increases.
e) Comparison of length of confidence interval:
As the confidence level increases the confidence interval increases in length.