Question

In: Statistics and Probability

The per capita energy consumption level​ (in kilowatt-hours) in a certain country for a recent year...

The per capita energy consumption level​ (in kilowatt-hours) in a certain country for a recent year can be approximated by a normal​ distribution, as shown in the figure.

Mean=2296

Standard deviation=581.8

​(a) What consumption level represents the 5 th ​percentile? ​

(b) What consumption level represents the 17 th ​percentile?

​(c) What consumption level represents the third ​quartile?

Solutions

Expert Solution

Solution: We are given:

(a) What consumption level represents the 5th percentile?

Answer: To find the consumption level that represents the 5th percentile, we need to find the z-value corresponding to area 0.05. Using the standard normal table, we have:

Now using the z-score formula, we have:

Therefore, the consumption level that represents 5th percentile is 1338.939

(b) What consumption level represents the 17th percentile?

Answer: To find the consumption level that represents the 17th percentile, we need to find the z-value corresponding to area 0.17. Using the standard normal table, we have:

Now using the z-score formula, we have:

Therefore, the consumption level that represents 17th percentile is 1740.963

(c) What consumption level represents the third quartile?

Answer: To find the consumption level that represents the third quartile, we need to find the z-value corresponding to area 0.75. Using the standard normal table, we have:

Now using the z-score formula, we have:

Therefore, the consumption level that represents the third quartile is 2688.133


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