Measures of Relative Position The measures of position are used to locate the relative position of a specific value in relation to the rest of the data. The most popular measures of position are: Z-SCORE QUARTILES BOX AND WHISKERS PLOT STANDARD SCORE (Z-score) A Z-score is a numerical measurement used in statistics of a value's relationship to the mean (average) of a group of values, measured in terms of standard deviations from the mean. If a Z-score is 0, it indicates that the data point's score is identical to the mean score. A Z-score of 1.0 would indicate a value that is one standard deviation from the mean. Z-scores may be positive or negative, with a positive value indicating the score is above the mean and a negative score indicating it is below the mean. STANDARD SCORE (Z-score) 1. Scores on a history test have average of 80 with standard deviation of 6. What is the z-score for a student who earned a 75 on the test? 2. The temperature is recorded at 60 airports in a region. The average temperature is 67 degrees Fahrenheit with standard deviation of 5 degrees. What is the z-score for a temperature of 68 degrees? 3. Ariel’s score in there Mathematics test is 42. If the test has a standard deviation of 10 and a mean of 39. What is Ariel’s z-score? 4. A national achievement test is administered annually to 3rd graders. The test has a mean score of 100 and a standard deviation of 15. If Jane's z-score is 1.20, what was her score on the test? QUARTILES Quartiles in statistics are values that divide your data into quarters. they divide your data into four segments according to where the numbers fall on the number line. Each quartile contains 25% of the total observations. Generally, the data is arranged from smallest to largest: • First quartile: the lowest 25% of numbers • Second quartile: between 25.1% and 50% (up to the median) • Third quartile: 51% to 75% (above the median) • Fourth quartile: the highest 25% of numbers 1. 5, 7, 4, 4, 6, 2, 8 2. 1, 3, 4, 2, 2, 5, 5, 6, 6, 2, 10, 9, 8, 9, 7, 7 3. 50, 11, 1, 57, 15, 19, 20, 47, 37, 28, 24, 34 INTERQUARTILE RANGE In descriptive statistics, the interquartile range, also called the midspread or middle 50%, or technically H-spread, is a measure of statistical dispersion, being equal to the difference between upper and lower quartiles, IQR = Q₃ − Q₁ BOX AND WHISKERS PLOT A box and whisker plot—also called a box plot—displays the fivenumber summary of a set of data. The five-number summary is the minimum, first quartile, median, third quartile, and maximum. In a box plot, we draw a box from the first quartile to the third quartile. A vertical line goes through the box at the median. The whiskers go from each quartile to the minimum or maximum. 1. 5, 7, 4, 4, 6, 2, 8 2. 1, 3, 4, 2, 2, 5, 5, 6, 6, 2, 10, 9, 8, 9, 7, 7 3. 50, 11, 1, 57, 15, 19, 20, 47, 37, 28, 24 PERCENTILE a percentile is a number where a certain percentage of scores fall below that number. (𝟏𝟎𝟎(𝒊−𝟎.𝟓) P= 𝒏 PERCENTILE RANK R= 𝑷 𝟏𝟎𝟎 (𝒏 + 𝟏)