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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 \( 99.7 \% \) of the batteries have lifetimes between \( \square \) hours and \( \square \) hours. (b) Approximately 3 B of the batteries have lifetimes between 700 hours and 980 hours.

Ask by O'Quinn Davison.
Mar 31,2025

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**(a)** Approximately \(99.7\%\) of the batteries have lifetimes between \(630\) hours and \(1050\) hours. **(b)** Approximately \(95\%\) of the batteries have lifetimes between \(700\) hours and \(980\) hours.

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To find the range for approximately \( 99.7\% \) 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, \( 99.7\% \) of the data falls within three standard deviations from the mean. So, we calculate: - Lower limit: \( 840 - 3 \times 70 = 840 - 210 = 630 \) hours - Upper limit: \( 840 + 3 \times 70 = 840 + 210 = 1050 \) hours Thus, approximately \( 99.7 \% \) 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 \( Z = \frac{(X - \mu)}{\sigma} \). For 700 hours: \[ Z = \frac{(700 - 840)}{70} = \frac{-140}{70} = -2 \] For 980 hours: \[ Z = \frac{(980 - 840)}{70} = \frac{140}{70} = 2 \] Using the standard normal distribution table or calculator, we find: - The proportion below \( Z = -2 \) is approximately \( 0.0228 \) (or \( 2.28\% \)). - The proportion below \( Z = 2 \) is approximately \( 0.9772 \) (or \( 97.72\% \)). To find the percentage of batteries between 700 and 980 hours: \[ 0.9772 - 0.0228 = 0.9544 \] Thus, approximately \( 95.44\% \) of the batteries have lifetimes between **700 hours** and **980 hours**.

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