Question

In: Statistics and Probability

Thirty-two small communities in Connecticut (population near 10,000 each) gave an average of x = 138.5...

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 43.5 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 increases.    

As the confidence level increases, the margin of error remains the same.


(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 decreases in length

.As the confidence level increases, the confidence interval increases in length.    

As the confidence level increases, the confidence interval remains the same length.

Solutions

Expert Solution

a) Mean () = 138.5
Sample size (n) = 32
Standard deviation (s) = 43.5
Confidence interval(in %) = 90
z @ 90% = 1.645
Since we know that

Required confidence interval = (138.5-12.6497, 138.5+12.6497)
Required confidence interval = (125.8503, 151.1497)
Margin of error = 12.6497

b) Confidence interval(in %) = 95
z @ 95% = 1.96

Required confidence interval = (138.5-15.072, 138.5+15.072)
Required confidence interval = (123.428, 153.572)
Margin of error = 15.072

c) Confidence interval(in %) = 99
z @ 99% = 2.576

Required confidence interval = (138.5-19.8089, 138.5+19.8089)
Required confidence interval = (118.6911, 158.3089)
Margin of error = 19.8089

d) As the confidence level increases, the margin of error increases.  

e) .As the confidence level increases, the confidence interval increases in length​​​​​​​


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