In: Statistics and Probability
An article describes several studies of the failure rate of defibrillators used in the treatment of heart problems. In one study conducted by the Mayo Clinic, it was reported that failures were experienced within the first 2 years by 17 of 89 patients under 50 years old and 16 of 359 patients age 50 and older who received a particular type of defibrillator. Assume it is reasonable to regard these two samples as representative of patients in the two age groups who receive this type of defibrillator.
(a) Construct a 95% confidence interval for the proportion of
patients under 50 years old who experience a failure within the
first 2 years after receiving this type of defibrillator. (Round
your answers to three decimal places.)
( , )
Interpret the interval.
We are confident that the proportion of all patients under 50 years old who experience a failure within the first two years after receiving this type of defibrillator is within this interval at least 95% of the time.We are 95% confident that the proportion of all patients under 50 years old who experience a failure within the first two years after receiving this type of defibrillator is within this interval. We are 95% confident that the proportion of all patients who experience a failure after receiving this type of defibrillator is within this interval.We are confident that 95% of all patients under 50 years old who experience a failure within the first two years after receiving this type of defibrillator are within this interval.
(b) Construct a 99% confidence interval for the proportion of
patients age 50 and older who experience a failure within the first
2 years after receiving this type of defibrillator. (Round your
answers to three decimal places.)
( , )
Interpret the interval.
We are confident that 99% of all patients age 50 or older who experience a failure within the first two years after receiving this type of defibrillator is within this interval.We are confident that the proportion of all patients age 50 or older who experience a failure within the first two years after receiving this type of defibrillator is within this interval at least 99% of the time. We are 99% confident that the proportion of all patients age 50 or older who experience a failure within the first two years after receiving this type of defibrillator is within this interval.We are 99% confident that the proportion of all patients who experience a failure after receiving this type of defibrillator is within this interval.
(c) Suppose that the researchers wanted to estimate the proportion
of patients under 50 years old who experience a failure within the
first 2 years after receiving this type of defibrillator to within
0.03 with 95% confidence. How large a sample should be used? Use
the results of the study as a preliminary estimate of the
population proportion. (Enter your answer as a whole number.)
patients