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VICMath MethodsQuick questions

Unit 4

Quick questions on The normal distribution: VCE Math Methods Unit 4

12short 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 worked standardisation?
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$X \sim N(50, 4^2)$. Find $P(X \leq 56)$.
What is worked inverse normal?
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$X \sim N(50, 0.4^2)$. Find $c$ such that $P(X > c) = 0.10$.
What is quality control?
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The lengths or weights of manufactured items are often modelled as normal with mean = target and standard deviation = tolerance. Questions ask for the proportion outside specification.
What is examinations and IQ?
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Scores on standardised tests are typically modelled as normal.
What is biology and medicine?
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Heights, blood pressure, gestation periods, biomarker levels are often approximately normal.
What is finance?
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Returns on a portfolio over a fixed period are sometimes modelled as normal (in basic Methods contexts; real finance uses heavier tails).
What is standardisation with the wrong denominator?
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$z = (x - \mu) / \sigma$, not $(x - \mu) / \sigma^2$. Divide by the standard deviation, not the variance.
What is forgetting the standardisation when using $Z$-tables?
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If you look up $z$ directly using $x$, you get the wrong probability.
What is inverse direction error?
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"$P(X > c) = 0.10$" means $c$ is in the upper tail; "$P(X < c) = 0.10$" means $c$ is in the lower tail. Use $1 - p$ if needed before invNorm.
What is empirical rule misapplied?
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The empirical rule is for $\mu \pm n\sigma$ specifically. For other endpoints, standardise and use a table or calculator.
What is using $\sigma^2$ where $\sigma$ is asked for?
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The standard deviation is $\sigma$, not $\sigma^2$. Remember to take the square root if you computed variance.
What is calculator without set-up?
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Paper 2 expects the standardisation or normCdf set-up shown explicitly, with the calculator-derived value at the end. A bare number loses marks.

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