Mean and Variance of a Distribution (HSC SSCE Mathematics Advanced): Flashcards

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Mean and Variance of a Distribution
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Operation: discrete vs continuous distributions

Discrete: ∑\sum; Continuous: ∫\int

Mean formula for continuous distribution

E(X)=∫abxf(x) dxE(X) = \int_a^b xf(x) \, dx

What mean represents in a distribution

The balancing point/average value

What variance measures

How spread out the distribution is

Variance Method 1 formula (deviations)

∫ab(x−μ)2f(x) dx\int_a^b (x - \mu)^2 f(x)\,dx

Variance Method 2 formula (using E(X2)E(X^2))

∫abx2f(x) dx−μ2\int_a^b x^2 f(x)\,dx - \mu^2

Easier variance method

Method 2 - simpler algebra

Standard deviation formula

σ=Var(X)\sigma = \sqrt{\text{Var}(X)}

Standard deviation vs variance units

SD: same as variable; Variance: squared units

Result of both variance methods

Both give exactly the same answer

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