Question
The batteries from a certain manufacturer have a mean lifetime of 840 hours, with a standard deviation of 70 hours. Assuming that the lifetimes are normally distributed, complete the following statements.
(a) Approximately
of the batteries have lifetimes between
hours and
hours.
(b) Approximately 3 B of the batteries have lifetimes between 700 hours and 980 hours.
(a) Approximately
(b) Approximately 3 B of the batteries have lifetimes between 700 hours and 980 hours.
Ask by O'Quinn Davison. in the United States
Mar 31,2025
Upstudy AI Solution
Tutor-Verified Answer
Answer
(a)
Approximately of the batteries have lifetimes between
hours and
hours.
Approximately
(b)
Approximately of the batteries have lifetimes between
hours and
hours.
Approximately
Solution
(a)
The empirical rule (68–95–99.7 rule) for normal distributions tells us that approximately of values lie within 3 standard deviations of the mean. Here, the mean is
hours and the standard deviation is
hours.
The empirical rule (68–95–99.7 rule) for normal distributions tells us that approximately
Calculate the lower bound:
Calculate the upper bound:
Thus, approximately
of the batteries have lifetimes between
hours and
hours.
(b)
The interval from hours to
hours can be expressed in terms of standard deviations. Compute the standardized
-scores:
The interval from
For
hours:
For
hours:
The empirical rule tells us that approximately
of the values lie within 2 standard deviations of the mean.
Thus, approximately
of the batteries have lifetimes between
hours and
hours.
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Beyond the Answer
To find the range for approximately
of the batteries using the empirical rule (also known as the three-sigma rule), we can calculate:
(a) The mean lifetime is 840 hours, and the standard deviation is 70 hours. According to the empirical rule,
of the data falls within three standard deviations from the mean.
So, we calculate:
- Lower limit:
hours - Upper limit:
hours
Thus, approximately
of the batteries have lifetimes between 630 hours and 1050 hours.
(b) To find the percentage of batteries with lifetimes between 700 and 980 hours, we’ll first standardize these values using the Z-score formula
.
For 700 hours:
For 980 hours:
Using the standard normal distribution table or calculator, we find:
- The proportion below
is approximately (or ). - The proportion below
is approximately (or ).
To find the percentage of batteries between 700 and 980 hours:
Thus, approximately
of the batteries have lifetimes between 700 hours and 980 hours.