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NSWMaths AdvancedQuick questions

Year 12: Statistical Analysis

Quick questions on Discrete random variables: probability distribution, expected value, variance and standard deviation

4short Q&A pairs drawn directly from our worked dot-point answer. For full context and worked exam questions, read the parent dot-point page.

What is expected value?
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The expected value (or mean) of XX is the long-run average value if we repeated the experiment many times. It is the weighted sum
What is presenting a distribution as a table?
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In the exam a discrete distribution is usually laid out as a two-row table: the values xix_i on top and the probabilities pip_i underneath. Reading it correctly is the first marked step. Check the probabilities sum to 11 (solve for any unknown if a constant is involved), then build the calculation columns you need: xipix_i p_i for the mean and xi2pix_i^2 p_i for E(X2)E(X^2). Laying the work out in columns keeps the arithmetic tidy and is exactly what markers look for.
What is linear transformation on variance?
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Var(aX+b)=a2Var(X)\text{Var}(a X + b) = a^2 \text{Var}(X), not aVar(X)a \text{Var}(X), and the +b+ b has no effect on variance.
What is negative variance?
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If you get a negative variance, you have a calculation error. Variance is always non-negative.

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