Solveeit Logo

Question

Mathematics Question on Variance and Standard Deviation

The following is the record of goals scored by team A in a football session:

No. of goals scored01234
No. of matches19753

For the team B, mean number of goals scored per match was 2 with a standard deviation 1.25 goals. Find which team may be considered more consistent?

Answer

The mean and the standard deviation of goals scored by team A are calculated as follows

No. of goals scoredNo. of matchesfxifx_ix12x_1^2fx12fx_1^2
01000
19919
2714428
3515945
43121648
-2550-130

Mean=i=15fixii=15fi=5025=2Mean=\frac{\sum_{i=1}^{5}f_ix_i}{\sum_{i=1}^{5}f_i}=\frac{50}{25}=2

Thus, the mean of both the teams is same.

σ=1NNfixi2(fixi)2σ=\frac{1}{N}√N\sum{f_i}{x_i}^2-(\sum_{f_i}{x_i})^2

=12525×130(50)2=\frac{1}{25}√25 ×130-(50)^2

125750\frac{1}{25}√750

=125×27.38=\frac{1}{25}×27.38

=1.09

The standard deviation of team B is 1.25 goals.

The average number of goals scored by both the teams is same i.e., 2. Therefore, the team with lower standard deviation will be more consistent.

Thus, team A is more consistent than team B.