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Which of the below scripts creates a variable containing the AAD for our single vector array called 'testarray'?

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Final answer:

The question is about writing a script that calculates the Average Absolute Deviation (AAD) for a vector array called 'testarray'. AAD is related to how much each value in a dataset deviates from the average, and such a script will require finding the mean, differencing, taking absolute values, and then averaging those absolute values. The specific implementation would vary based on the programming language being used.

Step-by-step explanation:

The student is asking which script creates a variable containing the Average Absolute Deviation (AAD) for a single vector array named 'testarray'. AAD is a statistical measure used in analytics, which indicates how much the values in a dataset deviate from the average of the dataset on average. In programming, you can calculate this by first computing the mean of the array. Then, subtract the mean from each element in the array, take the absolute values, and finally, calculate the average of those absolute values. The specific script to calculate AAD will depend on the programming language being used. For example, in Python, you could use NumPy library functions to calculate this efficiently:

import numpy as np
testarray = np.array([your data here])
mean_value = np.mean(testarray)
aad = np.mean(np.abs(testarray - mean_value))

Here, the 'np.mean' function computes the mean, and 'np.abs' ensures that the differences are absolute values before computing the second mean, which results in the AAD.

User Scott Fletcher
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