Final answer:
To find the consumption level at different percentiles, use the z-score formula and standard normal distribution table.
Step-by-step explanation:
(a) What consumption level represents the 7th percentile?
To determine the consumption level that represents the 7th percentile, first find the corresponding z-score using the standard normal distribution table. The z-score for the 7th percentile is -1.405. Next, use the z-score formula to find the consumption level. Assuming a mean energy consumption level of μ and a standard deviation of σ, the formula is: x = μ + z * σ. Plug in the values and calculate the consumption level.
(b) What consumption level represents the 16th percentile?
Follow the same steps as in part (a) to find the z-score for the 16th percentile. The z-score is -0.994. Use the z-score formula to find the consumption level.
(c) What consumption level represents the third quartile?
The third quartile corresponds to the 75th percentile. The z-score for the 75th percentile is 0.674. Use the z-score formula to find the consumption level.