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TAGS: Intern Joined: 15 Sep 2017
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A certain list of 50 data has mean of 6 and.... [#permalink]
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Question Stats: 67% (00:43) correct 32% (01:12) wrong based on 65 sessions
A certain list of 50 data has mean of 6 and a standard deviation of D, where D is positive.Which of the following pairs of the data, when added to the list, must result in a list of 52 data with standard deviation less than D?

A)-6 and 0

B)0 and 0

C)0 and 6

D)0 and 12

E)6 and 6
[Reveal] Spoiler: OA Intern Joined: 27 Aug 2018
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
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The general rule is (Magoosh):
If you do anything that “bunches the numbers together”, that decrease the standard deviation. If you do anything that “pulls the numbers further apart”, that increase the standard deviation.

And also:
In order to decrease the standard deviation of a set of numbers, you must add a value that is less than one standard deviation away from the mean

Given that standard deviation is positive (meaning, it is not equal to zero), then it means that adding 2 numbers with zero standard deviation will decrease the standard deviation of the set.

E) stand.dev of 6 and 6 is zero. It must decrease stand.dev
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
I Picked D --> 0 and 12. why won't the SD change?
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
Expert's post
I Picked D --> 0 and 12. why won't the SD change?

Any number other than the mean would change the SD.

Why?

We need to look at the formula for standard deveation for this.

$$s=\sqrt{\frac{(x_i - x_{mean})^2}{N-1}}$$. Now if you pick numbers and 12 still $$(x_i - x_{mean})^2$$ is a positive number in both cases.

The ONLY time the new numbers have no effect on standard deveation is when $$x_i=x_{mean}$$.
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Intern Joined: 27 Oct 2018
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
sandy wrote:
I Picked D --> 0 and 12. why won't the SD change?

Any number other than the mean would change the SD.

Why?

We need to look at the formula for standard deveation for this.

$$s=\sqrt{\frac{(x_i - x_{mean})^2}{N-1}}$$. Now if you pick numbers and 12 still $$(x_i - x_{mean})^2$$ is a positive number in both cases.

The ONLY time the new numbers have no effect on standard deveation is when $$x_i=x_{mean}$$.

But here, this is decreasing SD and not keeping it same. Director Joined: 09 Nov 2018
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
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sandy wrote:
I Picked D --> 0 and 12. why won't the SD change?

Any number other than the mean would change the SD.

Why?

We need to look at the formula for standard deveation for this.

$$s=\sqrt{\frac{(x_i - x_{mean})^2}{N-1}}$$. Now if you pick numbers and 12 still $$(x_i - x_{mean})^2$$ is a positive number in both cases.

The ONLY time the new numbers have no effect on standard deveation is when $$x_i=x_{mean}$$.

0 and 12 definitely change the SD, but it will increase the SD because of the adding effect of value greater than SD.
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Please correct me if I am wrong. Manager  Joined: 01 Nov 2018
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
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Expert's post
Standard deviation is literally the standard change from the mean in the dataset.
So any imputation of a number equal to the mean in the dataset leads to NO deviation from the mean.
any number that has a difference of 0 from the mean will automatically drop the standard deviation.
Since the mean is 6, any input of 6 will drop the standard deviation, which takes us to choice E
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
Expert's post
indiragre18 wrote:
sandy wrote:
I Picked D --> 0 and 12. why won't the SD change?

Any number other than the mean would change the SD.

Why?

We need to look at the formula for standard deveation for this.

$$s=\sqrt{\frac{(x_i - x_{mean})^2}{N-1}}$$. Now if you pick numbers and 12 still $$(x_i - x_{mean})^2$$ is a positive number in both cases.

The ONLY time the new numbers have no effect on standard deveation is when $$x_i=x_{mean}$$.

But here, this is decreasing SD and not keeping it same.

When the number added is equal to mean the SD will not remain the same but decrease..

WHY? ------ Because the amount added will be 0 as SD depends on dispersion from mean and here the dispersion is 0, but what happens to overall number of items . The total number increases by 1 by addition of this number, that is why the SD becomes less.

SD increases with increase in spread but decreases if spread is same but the total number increases.
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Some useful Theory.
1. Arithmetic and Geometric progressions : https://greprepclub.com/forum/progressions-arithmetic-geometric-and-harmonic-11574.html#p27048
2. Effect of Arithmetic Operations on fraction : https://greprepclub.com/forum/effects-of-arithmetic-operations-on-fractions-11573.html?sid=d570445335a783891cd4d48a17db9825
3. Remainders : https://greprepclub.com/forum/remainders-what-you-should-know-11524.html
4. Number properties : https://greprepclub.com/forum/number-property-all-you-require-11518.html
5. Absolute Modulus and Inequalities : https://greprepclub.com/forum/absolute-modulus-a-better-understanding-11281.html

Intern Joined: 04 Sep 2019
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Re: A certain list of 50 data has mean of 6 and.... [#permalink]
Just focus on the Mean. Standard deviation is defined as the distance between mean and other elements. Stick to the definition of SD.
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Regards
Mostofa Wahid Re: A certain list of 50 data has mean of 6 and....   [#permalink] 28 Sep 2019, 06:40
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