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Measure of Position Looking at individual values: Where does it lie among the sample (or population) standard score (or z score) quartiles, deciles, and percentiles 25%-75% SAT scores Princeton 1370 – 1560 Villanova 1180 – 1340

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Page 1: 2 6 measure of position

Measure of Position

• Looking at individual values: Where does it lie among the sample (or population)– standard score (or z score)

– quartiles, deciles, and percentiles

• 25%-75% SAT scores– Princeton 1370 – 1560

– Villanova 1180 – 1340

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Standard Score (z score)

• How many standard deviations from the mean is a sample?

• Z scores less that –2.00 or greater that 2.00 are outliers.

s

Xxz n

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For example

• 25 55 59 59 63 71 71 74 80 80 80 83 84 84 87 88 95 95 100 100

• Mean : 77• Standard deviation = 18

mean

mean +

mean + 2

mean + 3mean - 3

mean - 2

mean - 1

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Quartiles

• Separates the sorted list into four parts separated by three boundaries

min lower quartile

median maxupper quartile

25% 25% 25% 25%

• If the median separates the list into two halves– The lower quartile is the median of the lower half

– The upper quartile is the median of the upper half

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For example

• 25 55 59 59 63 71 71 74 80 80 80 83 84 84 87 88 95 95 100 100

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Deciles

• 25 55 59 59 63 71 71 74 80 80 80 83 84 84 87 88 95 95 100 100

min median max

10% 10% 10%

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Percentile

• Percentile value of a value x• Where does x sit in a set of data

• For example:

• 25 55 59 59 63 71 71 74 80 80 80 83 84 84 87 88 95 95 100 100

• What is the percentile of:

number of values less than 100

total number of values

x

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Finding the value at the kth Percentile

• n values in our sample• Data has to be sorted

• Compute L, the position of the kth percentile

• If L is a whole number, the percentile is midway between L and L+1

• If L is a decimal, round up; the percentile is the Lth value

nk

Lth

100

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For example

• 25 55 59 59 63 71 71 74 80 80 80 83 84 84 87 88 95 95 100 100

• What is the value at the

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Relationships

• The 1st quartile is the same as the 25th percentile• The 3rd quartile is the same as the 75th percentile• The first decile is the same as the 10th percentile

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Live example

• What are the mean and standard deviation

• What are the minimum, lower quartile, median, upper quartile, and maximum

• What is the 4th decile• What is the 35% percentile?• What is South’s z value• What is South’s percentile?

595569563559542536535531530520515514511508506504500

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Your turn

• What are the mean and standard deviation

• What are the minimum, lower quartile, median, upper quartile, and maximum

• What is the 4th decile?• What is the 35% percentile?• What is Rob’s z score?• What is Rob’s percentile?

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