Question: Use Analytic Solver Platform to fit the hurricane data to a discrete distribution? Does the Poisson distribution give the best fit? The number and frequency
Use Analytic Solver Platform to fit the hurricane data to a discrete distribution? Does the Poisson distribution give the best fit?
The number and frequency of Atlantic hurricanes annually from 1940 through 2012 is shown here.
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a. Find the probabilities of 0– 12 hurricanes each season using these data.
b. Assuming a Poisson distribution and using the mean number of hurricanes per season from the empirical data, compute the probabilities of experiencing 0– 12 hurricanes in a season. Compare these to your answer to part ( a). How good does a Poisson distribution model this phenomenon? Construct a chart to visualize these results.
Frequency 5 16 19 14 3 Number 4 4 3 2 7 10 12
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