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Measures of Dispersion
Dr. Liaquat Ahmad
Associate Professor/Chairman
Department of Statistics and Computer Science
Properties of Variance
1. If the data values are identical in a set, then their variance will
be zero (0).
Var( C) = 0
2. Var(X + C) = Var(X), where C is a constant.
3. Var(X - C) = Var(X), where C is a constant.
4. Var(CX) = C2.Var(X), where C is a constant.
5. Var(X/C) =Var(X)/C2, where C is a constant.
6. Var(aX + b) = a2.Var(X), where a and b are constants.
7. If X1, X2,……., Xn are n independent random variables, then
Var(X1 + X2 +……+ Xn) = Var(X1) + Var(X2)
+……..+Var(Xn).
1: If the data values are identical in a set, then their variance will
be zero (0). Var( C) = 0
Property 8.
Moments
Calculate first four Moments about
mean. Also calculate Coefficients of
Skewness, b1 and b2. Also interpret b1
and b2.
Example
Measures of Dispersion Properties of Var etc.pdf
Measures of Dispersion Properties of Var etc.pdf
Measures of Dispersion Properties of Var etc.pdf
Measures of Dispersion Properties of Var etc.pdf
Measures of Dispersion Properties of Var etc.pdf
Measures of Dispersion Properties of Var etc.pdf

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Measures of Dispersion Properties of Var etc.pdf

  • 1. Measures of Dispersion Dr. Liaquat Ahmad Associate Professor/Chairman Department of Statistics and Computer Science
  • 2. Properties of Variance 1. If the data values are identical in a set, then their variance will be zero (0). Var( C) = 0 2. Var(X + C) = Var(X), where C is a constant. 3. Var(X - C) = Var(X), where C is a constant. 4. Var(CX) = C2.Var(X), where C is a constant. 5. Var(X/C) =Var(X)/C2, where C is a constant. 6. Var(aX + b) = a2.Var(X), where a and b are constants. 7. If X1, X2,……., Xn are n independent random variables, then Var(X1 + X2 +……+ Xn) = Var(X1) + Var(X2) +……..+Var(Xn).
  • 3. 1: If the data values are identical in a set, then their variance will be zero (0). Var( C) = 0
  • 5.
  • 6.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17. Calculate first four Moments about mean. Also calculate Coefficients of Skewness, b1 and b2. Also interpret b1 and b2.
  • 18.