Basic Statistical Measures

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This entry is part 1 of 3 in the series CSSYB
Summary of Basic Statistical Measures
Measure Formula Example
Mean $$\bar{x} = \frac{\sum x_i}{n}$$ For values 2, 3, 4, mean = (2+3+4)/3 = 3
Median (Odd) Middle value in ordered set For values 1, 3, 5, median = 3
Median (Even) Average of two middle values For values 1, 2, 3, 4, median = (2+3)/2 = 2.5
Mode Most frequently occurring value For values 1, 2, 2, 3, mode = 2
Standard Deviation (Population) $$\sigma = \sqrt{\frac{\sum (x_i - \mu)^2}{N}}$$ For values 2, 4, 4, 4, 5, 5, 7, σ 1.40
Standard Deviation (Sample) $$s = \sqrt{\frac{\sum (x_i - \bar{x})^2}{n-1}}$$ For sample values 2, 4, 4, 4, 5, 5, 7, s 1.51
Range Difference between max and min For values 1, 2, 3, 4, 5, range = 5 - 1 = 4
Variance (Population) $$\sigma^2 = \frac{\sum (x_i - \mu)^2}{N}$$ For values 2, 4, 4, 4, 5, 5, 7, σ2 1.96
Variance (Sample) $$s^2 = \frac{\sum (x_i - \bar{x})^2}{n-1}$$ For sample values 2, 4, 4, 4, 5, 5, 7, s2 2.29
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