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NSWMaths Standard 2Year 12: Statistical Analysis

Quick questions on The normal distribution and the empirical rule for HSC Maths Standard 2

3short 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 the normal distribution?
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The normal distribution (or bell curve) is a smooth curve that shows how data is spread out. It turns up naturally whenever a quantity is built from many small, separate effects added together. Common examples are adult heights, exam scores across a large group, repeated measurement errors, and the fill weight of mass-produced bottles. Its shape is set entirely by two numbers:
What is the empirical rule, band by band?
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The empirical rule is the main result here. Do not just memorise three separate numbers. Instead, build the rule up one band at a time, because that is exactly how the harder questions are set out step by step. The diagrams below shade one more standard-deviation band at each stage.
What is the tails, by symmetry?
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The single most useful follow-up move is splitting "inside the band" into "outside the band", then halving for one tail. If 68%68\% is inside μ±σ\mu \pm \sigma, then 10068=32%100 - 68 = 32\% is outside, and by symmetry each tail carries half:

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