Additional Measures of Center and Spread
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Transcript of Additional Measures of Center and Spread
Additional Measures of Center and Spread
Math AllianceFall 2011
Measures of CenterMode
Most frequent value
Mean
Fair share or balance point
Median
If odd number of values then middle number
If even number of values then mean of middle two numbers
Five Number SummaryMinimum: lowest value
1st Quartile: median of the lower half
Median: middle number
3rd Quartile: median of the upper half
Maximum: highest value
Box PlotGraph of the five number summary
Interpretation of Box PlotsThe five number summary divides a data distribution into 4 parts. About what percent of the data values in
each of the following intervals?
• before the median
• after the median
• in the box (between the 1st and 3rd quartiles)
• before the upper quartile
• after the upper quartile
• before the lower quartile
• after the lower quartile
• between median and upper quartile
• between the median and the lower quartile
Definition of outliersSteps to determine if there are outliers:
1. Find the Interquartile range (IQR)
IQR = Q3 – Q1
2. Multiply: 1.5 * IQR
3. Add: Q3 + 1.5*IQR
4. Any value greater than Q3+ 1.5*IQR is an outlier
5. Subtract Q1 – 1.5*IQR
6. Any value less than Q1-1.5*IQR is an outlier
Definition of OutlierAny value more than 1.5 IQRs above Q3 or below Q1.
Or
Any value more than 1.5 “boxes” above Q3 or below Q1
Example: Natural Peanut Butter Quality Ratings:
34 40 52 57 57 60 60 63 67 69 69 69 71 89
Find the 5 number summary
Make a box plot
Determine if there are any outliers
Comparing two or more Groups
Side by side box plots
Calories for all beef hot dogs:
157 149 131 111 149 152 190 184 175 190 139 181 148 176 158 132 141 186 135 153
Calories for all poultry hot dogs:
170 152 146 142 102 135 94 106 86 113 102 143 99 132 144 129 87
Comparing two groupsEach each type of hot dog
1.Find the 5 number summary
2.Construct a box plot of each using the same scale for both. Place the beef hot dog box plot above the poultry hot dog box plot.
3.What type of hot dog has the fewer number of calories? Use the box plots and the percent to explain your answer.