- The Teachers` Beehive
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12 FURTHER MATHEMATICS
STANDARD SCORES
Standard scores
The 68–95–99.7% rule makes the standard deviation a natural measuring stick for normally distributed data.
For example, a person who obtained a score of 112 on an IQ test with a mean of 100 and a standard deviation of 15 has
an IQ score less than one standard deviation from the mean.
Her score is typical of the group as a whole, as it lies well within the middle 68% of scores. In contrast, a person who scores
133 stands out; her score is more than two standard deviations from the mean and this puts her in the top 2.5%.
Because of the additional insight provided by relating the standard deviations to percentages, it is common to transform
data into a new set of units that show the number of standard deviations a data value lies from the mean of the
distribution.
This is called standardising and these transformed data values are called standardised or z-scores.
Standard scores
Standard scores
Standard scores
Standard scores
Standard scores
WORK TO BE COMPLETED
Exercise 2H All Questions - Summary and Review