Hi guys,
Can someone explain the rules of standard deviation and how to solve this question. Thanks!
During an experiment, some water was removed from each of 6 water tanks. If the standard deviation of the volumes of water in the tanks at the beginning of the experiment was 10 gallons, what was the standard deviation of the volumes of water in the tanks at the end of the experiment?
1) For each tank, 30 percent of the volume of water in the tank at the beginning of the experiment was removed during the experiment.
2) The average (arithmetic mean) volume of water in the tanks at the end of the experiment was 63 gallons.
Standard Deviation
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- Mike@Magoosh
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Hi, there. I'm happy to help with this.
Standard Deviation is a measure of spread --- that is to say, a measure of how far apart numbers on a list are from each other.
Every list of numbers has a mean. The distance from any entry on the list to the mean is called the "deviation from the mean."
The standard deviation is a "typical" size deviation from the mean. It's not strictly an average of the deviations from the mean --- technically, you square all the deviations from the means, average those squares, and then take a square-root to get the standard deviation. For the GMAT, you probably not need to know the details of calculating the standard deviation, except for a high high 700+ level question.
Some rules for standard deviation
1) On a list where all entries are identical, standard deviation = 0
2) On a list where all entries are the same distance from the mean (e.g. the set {2,2,2,8,8,8}, where every item is 3 away from the mean of 5), then the standard deviation equals that distance.
3) If you multiply every item on the list by a number, the standard deviation is multiplied by the absolute value of that number.
In this question, Statement #1 says each volume was decreased by 30%. That means, each volume was multiplied by 0.7. This means the standard deviation was also multiplied by 0.7.
New standard deviation = 0.7*(old standard deviation) = 0.7*10 = 7
Therefore, Statement #1 is sufficient to answer the prompt.
Statement #2 tells us the new mean. Knowing just the mean, nothing else, doesn't give us bupkis toward finding the standard deviation. Statement #2 is insufficient.
Answer = A
Here's another free DS question on standard deviation, for more practice.
https://gmat.magoosh.com/questions/937
Does all this make sense? Please let me know if you have any questions.
Mike
Standard Deviation is a measure of spread --- that is to say, a measure of how far apart numbers on a list are from each other.
Every list of numbers has a mean. The distance from any entry on the list to the mean is called the "deviation from the mean."
The standard deviation is a "typical" size deviation from the mean. It's not strictly an average of the deviations from the mean --- technically, you square all the deviations from the means, average those squares, and then take a square-root to get the standard deviation. For the GMAT, you probably not need to know the details of calculating the standard deviation, except for a high high 700+ level question.
Some rules for standard deviation
1) On a list where all entries are identical, standard deviation = 0
2) On a list where all entries are the same distance from the mean (e.g. the set {2,2,2,8,8,8}, where every item is 3 away from the mean of 5), then the standard deviation equals that distance.
3) If you multiply every item on the list by a number, the standard deviation is multiplied by the absolute value of that number.
In this question, Statement #1 says each volume was decreased by 30%. That means, each volume was multiplied by 0.7. This means the standard deviation was also multiplied by 0.7.
New standard deviation = 0.7*(old standard deviation) = 0.7*10 = 7
Therefore, Statement #1 is sufficient to answer the prompt.
Statement #2 tells us the new mean. Knowing just the mean, nothing else, doesn't give us bupkis toward finding the standard deviation. Statement #2 is insufficient.
Answer = A
Here's another free DS question on standard deviation, for more practice.
https://gmat.magoosh.com/questions/937
Does all this make sense? Please let me know if you have any questions.
Mike
Magoosh GMAT Instructor
https://gmat.magoosh.com/
https://gmat.magoosh.com/