Question: Using the MPG dataset (ggplot2) in R. Now, letting X1,,Xn be a random sample of size n from mpgshwy, your task is to plot the

Using the MPG dataset (ggplot2) in R.

Using the MPG dataset (ggplot2) in R. Now, letting X1,,Xn be a

Now, letting X1,,Xn be a random sample of size n from mpgshwy, your task is to plot the distribution of X for different n. To do this, for a given n, make 10,000 estimates of X, and then plot the histogram and a KDE for this collection (for the KDE, use a gaussian kernel and choose an appropriate bandwidth). Create approximate X distributions in this way for n of 10,20 , and 50 , and plot each in a separate subplot. Your results should resemble the following. Be sure to use the same x-and y-limits on all three subplots

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