StepWorking
01Given
Given the discrete frequency distribution with values xi∈{2,3,4,5,6,7,8} and corresponding frequencies fi∈{3,6,16,α,9,5,6}, with variance σ2=3.
02Goal
Find the value of the unknown frequency parameter α.
03Approach
Shift the origin by setting di=xi−5. Choosing a=5 eliminates α from both ∑fidi and ∑fidi2, simplifying the variance formula σ2=N∑fidi2−(N∑fidi)2, where N=∑fi.
04Execute
Compute N=∑fi=3+6+16+α+9+5+6=45+α.
Compute deviations di=xi−5:
For xi=2,3,4,5,6,7,8, the deviations di are −3,−2,−1,0,1,2,3.
Compute ∑fidi:
∑fidi=3(−3)+6(−2)+16(−1)+α(0)+9(1)+5(2)+6(3)=−9−12−16+0+9+10+18=0.
Compute ∑fidi2:
∑fidi2=3(9)+6(4)+16(1)+α(0)+9(1)+5(4)+6(9)=27+24+16+0+9+20+54=150.
05Execute
Substitute into the variance formula:
σ2=N∑fidi2−(N∑fidi)2⟹3=45+α150−02.
Solve for α:
3(45+α)=150⟹45+α=50⟹α=5.
✓Verify
Verify: For α=5, total frequency N=50. ∑fidi2/N=150/50=3. Since ∑fidi=0, mean xˉ=5, and variance is exactly 3−0=3.