Soru

Zorluk: OrtaMeasures of Dispersion

The table below shows the distribution of scores obtained by a group of candidates in an examination:

Score (xx)246810
Frequency (ff)12621

Calculate the variance of the scores.

Cevap: 4

Cevap

The variance of the scores is 4.
The mean score is xˉ=6\bar{x} = 6. Summing the weighted squared deviations gives f(x6)2=48\sum f(x - 6)^2 = 48. Dividing by the total frequency N=12N = 12 results in a variance of 4812=4\frac{48}{12} = 4.

Adım Adım Çözüm

1
Find the total frequency and calculate the mean score.
Total frequency N=12N = 12 and mean xˉ=6\bar{x} = 6.
The mean is given by xˉ=fxf=2+8+36+16+1012=7212=6\bar{x} = \frac{\sum f x}{\sum f} = \frac{2 + 8 + 36 + 16 + 10}{12} = \frac{72}{12} = 6.
2
Determine the sum of squared deviations multiplied by their frequencies.
\sum f(x - \bar{x})^2 = 48.
Evaluating each term: 1(26)2=161(2-6)^2 = 16, 2(46)2=82(4-6)^2 = 8, 6(66)2=06(6-6)^2 = 0, 2(86)2=82(8-6)^2 = 8, and 1(106)2=161(10-6)^2 = 16. Summing these yields 16+8+0+8+16=4816 + 8 + 0 + 8 + 16 = 48.
3
Compute the variance by dividing the total squared deviations by the total frequency.
Variance = 4.
Variance is σ2=f(xxˉ)2f=4812=4\sigma^2 = \frac{\sum f(x - \bar{x})^2}{\sum f} = \frac{48}{12} = 4.

Anahtar Kavram

Variance of a Frequency Distribution
Bu soruyu puanla