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One study involving heavy cell phone usage showed the mean battery life to be 11.25 hours with a standard deviation of 3.1 hours. Assume the battery life between charges is normally distributed.

You are planning your recharging schedule so that the probability your phone will die is no more than 9%. After how many hours should you plan to recharge your phone? (Round your answer to 1 decimal place.)

User RaptoX
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Final answer:

To ensure there is no more than a 9% chance of a phone dying, you should plan to recharge the phone after approximately 15.3 hours. This calculation is based on the normal distribution with a mean of 11.25 hours and a standard deviation of 3.1 hours.

Step-by-step explanation:

The question requires the application of normal distribution principles to find the recharging schedule for a phone's battery life. According to the information provided, the mean battery life is 11.25 hours with a standard deviation of 3.1 hours. The goal is to determine the time to recharge the phone so that there is no more than a 9% chance that the battery will die.

Firstly, we need to find the z-score that corresponds to the 91st percentile since we want the battery to last longer than 91% of the time, leaving a 9% chance of it dying. Using a z-table or normal distribution calculator, we find that the z-score for 0.91 is approximately 1.34. Next, we use Z = (X - μ) / σ, where Z is the z-score, X is the time after which we want to recharge, μ is the mean, and σ is the standard deviation.

With the z-score and other values, we formulate the equation 1.34 = (X - 11.25) / 3.1. Solving for X gives us the time to recharge: X = 1.34 * 3.1 + 11.25, which after calculation provides us with a time of approximately 15.3 hours. Therefore, you should plan to recharge your phone after 15.3 hours to ensure there is no more than a 9% chance it will die.

User Anton Kolesov
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