Coding (Edexcel A-Level Mathematics): Flashcards

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Coding
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What is coding in statistics?

A technique to simplify calculations by transforming data using a linear function

Linear transformation formula for coding

y=x−aby = \frac{x - a}{b}

In coding formula, what is yy?

Coded value

In coding formula, what is xx?

Original data value

In coding formula, what is aa?

Constant used to shift the data

In coding formula, what is bb?

Constant used to scale the data

Formula for mean of coded data yˉ\bar{y}

yˉ=xˉ−ab\bar{y} = \frac{\bar{x} - a}{b}

Formula to find original mean xˉ\bar{x} from coded mean

xˉ=byˉ+a\bar{x} = b\bar{y} + a

Formula for variance of coded data

Var(y)=Var(x)b2\text{Var}(y) = \frac{\text{Var}(x)}{b^2}

Formula to find original variance from coded variance

Var(x)=b2×Var(y)\text{Var}(x) = b^2 \times \text{Var}(y)

Formula for SD of coded data

SD(y)=SD(x)b\text{SD}(y) = \frac{\text{SD}(x)}{b}

Formula to find original SD from coded SD

SD(x)=b×SD(y)\text{SD}(x) = b \times \text{SD}(y)

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