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Statistics, quick reference

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Official NZQA Mathematics formulae & tables Opens the official NZQA subject page, download the current resource/formula sheet there Statistics, Formula & Reference Sheet L3 · Study Hub

Key rules and distributions for the three externals, condensed for revision.

Evaluating reports (91584)

Margin of error (95%) \mathrm{MoE}\approx\frac{1}{\sqrt n}\qquad \mathrm{CI}=\text{estimate}\pm\mathrm{MoE} Error types sampling (↓ with n) vs non-sampling (bias, not fixed by n) Causation needs a randomised experiment; beware lurking variables

Probability (91585)

Complement P(not A) = 1 − P(A) Addition P(A∪B) = P(A) + P(B) − P(A∩B) Multiplication (indep.) P(A∩B) = P(A)P(B) Conditional P(A\mid B)=\frac{P(A\cap B)}{P(B)} Independence P(A|B) = P(A)

Distributions (91586)

Binomial P(X=r)=ⁿCᵣpʳ(1−p)^(n−r) ; mean np ; var np(1−p) Poisson P(X=r)=\frac{e^{-\lambda}\lambda^r}{r!}\qquad \mu=\sigma^2=\lambda Normal z=\frac{x-\mu}{\sigma}