Question
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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.

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.
(b)
Approximately of the batteries have lifetimes between hours and hours.

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.
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:
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.

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