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Bunuel
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Bunuel
Set A consists of five positive numbers. Set B consists of the square roots of each of the five numbers from Set A. If the standard deviation of Set B > standard deviation of Set A, which of the following must be true?

I. The range of the numbers in Set A is greater than 1
II. At least one of the numbers in Set A is less than 1
III. The range of Set A > Set B

(A) I only
(B) III only
(C) I and III
(D) I and II
(E) II only


I tried in this way

Set A = [1,4,144,144,144]
Set B = [1,2,12,12,12]


I. The range of the numbers in Set A is greater than 1

If all numbers are positive integers then range must be greater than 1.
Even if all numbers in set A are equal then range will be 0 and so it will be of B and hence it will contradict the statement [standard deviation of Set B > standard deviation of Set A]

hence not must be true

II. At least one of the numbers in Set A is less than 1

Not possible as its given that Set A consists of All positive integers

III. The range of Set A > Set B

I find this statement only to be true as None of the Above option is not given
I will go for (B)

Still i dont get it that if its true then according to the set i took , it will contradict the statement [standard deviation of Set B > standard deviation of Set A]


any kind of help will be appreciated

But my vote for B
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SD is directly proportional to Range.

So, in above scenario, Range of SetB is greater than SetA.

Now, There is only one condition in which Range of a set with positive numbers [SetA] is smaller than Range of their square roots [SetB]:
That is, if both a1 and a5 are less than 1.

Eg.
SetA: a1=0.04 and a5=0.16
Range= 0.12

SetB: a1=0.2 and a5=0.4
Range= 0.2

Therefore, Range of SetA is greater than Range of Set B.

Basis, only Must be True condition is Condition 2.

Hence, Ans E.

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Bunuel
Set A consists of five positive numbers. Set B consists of the square roots of each of the five numbers from Set A. If the standard deviation of Set B > standard deviation of Set A, which of the following must be true?

I. The range of the numbers in Set A is greater than 1
II. At least one of the numbers in Set A is less than 1
III. The range of Set A > Set B

(A) I only
(B) III only
(C) I and III
(D) I and II
(E) II only


Answer E


Consider below set:
Set A = 0.04, 0.25, 0.36, ....
Set B = 0.2, 0.5, 0.6, ....

I - False
II - True
III - False
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First thing to note, after taking the square roots, the S.D of new set increases, it means, some of the numbers are 0 < x < 1,
as only for values, 0 < x < 1, square root x > x.

So statement 2 is definitely true.
This eliminates option A,B,C as none of them as statement 2

Now left with option D and E.
Statement 1 says, range must be greater than 1, This need not be true always, say set = {0.25,0.04,0.16}, new set = {0.5,0.2,0.4} , S.D of new set > S.D of set before square roots.

so option D is out. left with (E)
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Correct answer is E

Focus on make each statement NOT hold (disprove I, II, III)

I. Consider set A: 1/4,1/4,1/4,1/4,1/4 and set B: 1/2,1/2,1/2,1/2,1/2. Statement I false, so A), C) and D) cannot be

III. Same sets, range (A) = range B = 0. Not true

Only available is E)

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