LUGO
As set of five positive numbers has an average (arithmetic mean) equal to 3 and a standard deviation equal to the root square of 2. If two of the numbers in the set are 4 and 5, what are the other three numbers?
A) 6,7,8
B) 5,6,7
C) 2,3,4
D) 1,2,3
E) Can not be determined
The answer here is not D; just because the other numbers
could be 1, 2 and 3 does not mean they
must be 1, 2 and 3. We have a set {x, y, z, 4, 5}. We know their sum is 15, so x+y+z = 6. Further, we know the standard deviation is sqrt(2), so the variance is 2. No real GMAT question actually requires you to compute variance (or standard deviation), so the following is not important for the test, but we can use the definition of variance to get a relationship among x, y and z:
[(3-x)^2 + (3-y)^2 + (3-z)^2 + (3-4)^2 + (3-5)^2 ]/5 = 2
x^2 - 6x + 9 + y^2 - 6y + 9 + z^2 - 6z + 9 + 1 + 4 = 10
x^2 - 6x + y^2 - 6y + z^2 - 6z + 22 = 0
x^2 + y^2 + z^2 - 6(x + y + z) + 22 = 0
and substituting x+y+z=6 we have
x^2 + y^2 + z^2 - 36 + 22 = 0
x^2 + y^2 + z^2 = 14
So we only have these two relationships among our three unknowns. In 3-d coordinate geometry, a subject well beyond the scope of the GMAT -- none of what follows is tested -- the equation x+y+z=6 defines a plane perpendicular to (1,1,1) and passing through (to take one example point) (1,2,3), while x^2 + y^2 + z^2 = 14 is a sphere centered at (0,0,0) with radius sqrt(14). Using 3-d coordinate geometry principles, you can determine that these must intersect in a circle; there is an infinite set of points (x,y,z) which satisfy these two equations. So the answer to the above question is E, not D.