The average monthly temperature in New Orleans, LA varies on average about 43.5°F from its monthly mean temperature.
Suppose the data specified is of n sized as
[tex]x_1, x_2, \cdots , x_n[/tex]
Let this data's mean be [tex]\bar{x}[/tex]
Then, the mean absolute deviation of this data is the mean of the absolute differences of the observations from the mean of the data they belong to.
It is calculated as:
[tex]M.A.D = \dfrac{\sum_{i=1}^n|x_i-\bar{x}|}{n}[/tex]
So, Mean Absolute deviation is the average of the deviation (not caring if its above or below the mean) of the data values.
Since it is given that:
Mean absolute deviation of the temperatures (monthly) in New Orleans = 43.5°F, therefore, it means, the temperature averagely varies 43.5°F from its monthly average value.
where mean shows the average monthly temperature in New Orleans, LA.
Thus, the average monthly temperature in New Orleans, LA varies on average about 43.5°F from its mean temperature.
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