In: Statistics and Probability
The manager wants to find out the average (population mean) time
required to inflate a rubber raft. Assuming that the manager knows
the population standard deviation is 1.6 seconds. A random sample
of 45 rafts is inflated, yielding an average inflation time of 7.6
seconds (sample mean). Using sample information to construct:
(i) 95% confidence interval for the average inflation time of all
rubber rafts.
(ii) 99% confidence interval for the average inflation time of all rubber rafts.
GIVEN:
Sample size of rubber rafts inflated
Sample mean inflation time seconds
Population standard deviation seconds
(i) 95% CONFIDENCE INTERVAL FOR AVERAGE INFLATION TIME OF ALL RUBBER RAFTS:
FORMULA USED:
The formula for 95% confidence interval for population mean is,
where is the z critical value at 95% confidence level.
CRITICAL VALUE:
The two tailed z critical value at 95% confidence level is .
CALCULATION:
The 95% confidence interval for average inflation time of all rubber rafts is,
Thus the 95% confidence interval for average inflation time of all rubber rafts is .
(ii) 99% CONFIDENCE INTERVAL FOR AVERAGE INFLATION TIME OF ALL RUBBER RAFTS:
FORMULA USED:
The formula for 99% confidence interval for population mean is,
where is the z critical value at 99% confidence level.
CRITICAL VALUE:
The two tailed z critical value at 99% confidence level is .
CALCULATION:
The 99% confidence interval for average inflation time of all rubber rafts is,
Thus the 99% confidence interval for average inflation time of all rubber rafts is .