Measures of center: the mean, weighted mean, median and mode, computing them from lists and frequency tables, and how outliers affect each one.
One number to describe the center
A measure of center summarizes a whole data set with one typical value.
The mean
From a frequency table, multiply each value by its frequency:
Weighted mean
When values count differently, use a weighted mean: multiply each value by its weight, add, and divide by the total weight.
The median
The mode
The mode is the value that occurs most often. A data set can have one mode, several, or none. It's the only measure of center that works for categorical data.
Outliers: mean versus median
An outlier is a value far from the rest. The mean uses every value, so an outlier pulls it strongly; the median barely moves.
Practice
Quick check
Which measure of center is least affected by an outlier?
The median depends only on the order of the values.
Quick check
What is the median of \(2, 5, 5, 8, 10, 13, 15\)?
Seven values: the fourth one is in the middle.
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