Exercise

Normal Distribution

For this exercise, you'll be generating synthetic data from a normal distribution. In the video, we covered how to transform the data using a log transformation. This time you'll be applying a power transform to the White House Salary data. Once you generate the synthetic data, remember to transform the data back to its original units. Also, be aware of the natural bounds of the data such as that salaries should not be negative.

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Apply a power transformation (square root) on Salary and save as whitehouse.salary.
Calculate the mean and standard deviation of Salary.