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Lightning strikes The number of lightning strikes on a square kilometer of open ground
Chapter 7, Problem 60(choose chapter or problem)
The number of lightning strikes on a square kilometer of open ground in a year has mean 6 and standard deviation 2.4. The National Lightning Detection Network (NLDN) uses automatic sensors to watch for lightning in a random sample of 10 one-square-kilometer plots of land.
(a) What are the mean and standard deviation of the sampling distribution of \(\bar{x}\) , the sample mean number of strikes per square kilometer?
(b) Explain why you cannot safely calculate the probability that \(\bar{x}<5\) based on a sample of size 10.
(c) Suppose the NLDN takes a random sample of \(n=50\) square kilometers instead. Explain how the central limit theorem allows us to find the probability that the mean number of lightning strikes per square kilometer is less than 5. Then calculate this probability. Show your work.
Questions & Answers
QUESTION:
The number of lightning strikes on a square kilometer of open ground in a year has mean 6 and standard deviation 2.4. The National Lightning Detection Network (NLDN) uses automatic sensors to watch for lightning in a random sample of 10 one-square-kilometer plots of land.
(a) What are the mean and standard deviation of the sampling distribution of \(\bar{x}\) , the sample mean number of strikes per square kilometer?
(b) Explain why you cannot safely calculate the probability that \(\bar{x}<5\) based on a sample of size 10.
(c) Suppose the NLDN takes a random sample of \(n=50\) square kilometers instead. Explain how the central limit theorem allows us to find the probability that the mean number of lightning strikes per square kilometer is less than 5. Then calculate this probability. Show your work.
ANSWER:Step 1 of 4
Given:
The mean number of lightning strikes on a square kilometer of open ground in a year is 
The standard deviation is 
The sample number of one-square-kilometer plots of land is 