Let's denote the five observations as x1,x2,x3,x4, and x5. We know the following:
1. The mean of the observations is 4. Therefore, we can write:
5x1+x2+x3+x4+x5=4
Multiplying both sides by 5, we get:
x1+x2+x3+x4+x5=20
2. We are given three of these observations: 1, 2, and 6. Let's assume:
x1=1,x2=2,x3=6
Substituting these values into the sum equation:
1+2+6+x4+x5=20
Simplifying this, we get:
9+x4+x5=20
x4+x5=11
Now, let's use the given variance to determine the values of x4 and x5.
3. The variance of the observations is 5.2. The variance formula for a sample is given by:
Variance=51i=1∑5(xi−μ)2
where μ is the mean, which is 4 in this case.
So, we need to calculate:
i=1∑5(xi−4)2=5×Variance
i=1∑5(xi−4)2=5×5.2=26
We can sum the squares of the deviations for the given observations:
(1−4)2+(2−4)2+(6−4)2+(x4−4)2+(x5−4)2=26
(3)2+(2)2+(2)2+(x4−4)2+(x5−4)2=26
9+4+4+(x4−4)2+(x5−4)2=26
17+(x4−4)2+(x5−4)2=26
(x4−4)2+(x5−4)2=9
We now need to solve these two equations:
x4+x5=11
(x4−4)2+(x5−4)2=9
We can test the options given:
Option A: x4=4, x5=7
(4−4)2+(7−4)2=0+9=9
This is a valid solution.
Option B: x4=2, x5=9
(2−4)2+(9−4)2=4+25=29
This is not a valid solution.
Option C: x4=5, x5=6
(5−4)2+(6−4)2=1+4=5
This is not a valid solution.
Option D: x4=2, x5=9
(2−4)2+(9−4)2=4+25=29
This is also not a valid solution.
Therefore, the correct answer is Option A: x4=4 and x5=7.