An particular model of smartphone was advertised to have a battery life of 12 hours. The manufacturer claims that the battery life for this model actually follows a Normal distribution with a mean of 11.63 hours and a standard deviation of 2.7 hours.
In a simple random sample of 11 phone of this model, the probability that the average battery life is less than 12 hours is:
Let X be the battery life for for any given phone of this model. X has normal distribution with mean and standard deviation
Let be the average battery life of a randomly selected sample of n=11 phones. Since we know the population standard deviation of the battery life, using the central limit theorem we can say that is normally distributed with mean and standard deviation (also called the standard error of mean)
the probability that the average battery life is less than 12 hours is
ans: the probability that the average battery life is less than 12 hours is 0.6736
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