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Listed below are measured amounts of caffeine (mg per 12oz of drink) obtained in one can from each of 20 brands (7-UP, A&W Root Beer, Cherry Coke, ... , Tab). Are the statistics representative of the population of all cans of the same 20 brands consumed by Americans?

00343434454151553647410053543804147\begin{matrix} \text{0} & \text{0} & \text{34} & \text{34} & \text{34} & \text{45} & \text{41} & \text{51} & \text{55} & \text{36} & \text{47} & \text{41} & \text{0} & \text{0} & \text{53} & \text{54} & \text{38} & \text{0} & \text{41} & \text{47}\\ \end{matrix}

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The range is the difference between the highest and lowest data value:

RANGE=550=55RANGE=55-0=55

The mean is the sum of all values divided by the number of values:

x=0+0+34+34+34+45+...+38+0+41+4720=6512032.55\overline{x}=\dfrac{0+0+34+34+34+45+...+38+0+41+47}{20}=\dfrac{651}{20}\approx 32.55

nn is the number of values in the data set.

n=20n=20

The variance is the sum of squared deviations from the mean divided by n1n-1:

s2=(032.55)2+....+(4732.55)2201413.4184s^2=\dfrac{(0-32.55)^2+....+(47-32.55)^2}{20-1}\approx 413.4184

The standard deviation is the square root of the variance:

s=s2=413.418420.3327s=\sqrt{s^2}=\sqrt{413.4184}\approx 20.3327

The statistics are not representative for the population of all cans consumed, because some brands will be preferred over others by Americans.

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