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2. Consider the following sample:11,4,1,1, 2, 8,12,60a) Using Python (in particular numpy) put that data into an array and report the mean. median, and standard deviation.(b) Suppose you find out there was a mistake in the last observation: instead of 60, it should be 6. Report the median, mean, and standard deviation for this corrected sample.(c) What do you notice about the relative robustness of these (mean and median) measures?(d) Why is the standard deviation larger in the mis-recorded samp
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