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Mathematics

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Here are the formulas for Mean and Variance as shown in the image:

MEAN

  • Sample Mean: xˉ=∑xn\bar{x} = \frac{\sum x}{n}
  • Population Mean: μ=∑xN\mu = \frac{\sum x}{N}
  • Mean for grouped data (or weighted mean): xˉ=μ=∑fx∑f\bar{x} = \mu = \frac{\sum fx}{\sum f}

VARIANCE

  • Sample Variance (computational formula): S2=1n−1(∑x2−(∑x)2n)S^2 = \frac{1}{n-1} \left(\sum x^2 - \frac{(\sum x)^2}{n}\right)
  • Sample Variance (definition formula): S2=∑(x−xˉ)2n−1S^2 = \frac{\sum (x-\bar{x})^2}{n-1}
  • Sample Variance for grouped data: S2=∑f(x−xˉ)2n−1S^2 = \frac{\sum f(x-\bar{x})^2}{n-1}
  • Population Variance (definition formula): σ2=∑(x−μ)2N\sigma^2 = \frac{\sum (x-\mu)^2}{N}
  • Population Variance for grouped data: σ2=∑f(x−μ)2N\sigma^2 = \frac{\sum f(x-\mu)^2}{N}
  • Population Variance (computational formula): σ2=1N(∑x2−(∑x)2N)\sigma^2 = \frac{1}{N} \left(\sum x^2 - \frac{(\sum x)^2}{N}\right)

Relationship between n, N, and ∑f\sum f

  • n=N=∑fn = N = \sum f
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