The skewness is calculated using the formula:
σ^3μ^3=[n−11∑i=1n(xi−μ^)2]3/2n1∑i=1n(xi−μ^)3=[200−11×774,759.90]3/22001(−13,476.784)=−0.000274
Given:
- n = 200
- Sum of squared deviations = 774,759.90
- Sum of cubed deviations = -13,476.784
The calculation shows the skewness is approximately -0.000274, which matches option A (-0.0002774) most closely. The slight negative value indicates the data is nearly symmetrical with a very small left skew.