Solving Problems Using the Normal Distribution (VCE SSCE Mathematical Methods): Flashcards

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Solving Problems Using the Normal Distribution
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Normal CDF function purpose

Finds probability a variable falls within a certain range

Conditional probability formula with normal distributions

Pr(AB)=Pr(AB)Pr(B)\text{Pr}(A|B) = \frac{\text{Pr}(A \cap B)}{\text{Pr}(B)}

Formula to standardise XX to ZZ

Z=XμσZ = \frac{X - \mu}{\sigma}

Calculator input for no lower bound in Normal CDF

-\infty or large negative number (e.g., -99999)

Valid range for probability values

Between 0 and 1

Mean with symmetric rejection at both tails

μ=upper limit+lower limit2\mu = \frac{\text{upper limit} + \text{lower limit}}{2}

Intersection: X<aX < a and X<bX < b where a<ba < b

X<aX < a (the more restrictive condition)

Inverse normal function purpose

Find value corresponding to a given probability

Standard normal distribution notation

ZN(0,1)Z \sim N(0,1)

Variance vs standard deviation symbols

Variance: σ2\sigma^2, Standard deviation: σ\sigma

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