Statistics
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Statistics
V. Measures of Central Tendency

After data have been collected and tabulated, analysis begins with the calculation of a single number, which will summarize or represent all the data. Because data often exhibit a cluster or central point, this number is called a measure of central tendency.

Let x1, x2, …, xn be the n tabulated (but ungrouped) numbers of some statistic; the most frequently used measure is the simple arithmetic average, or mean, written , which is the sum of the numbers divided by n:

If the x's are grouped into k intervals, with midpoints m1, m2, …, mk and frequencies f1, f2, …, fk, respectively, the simple arithmetic average is given by

with i = 1, 2, …, k.

The median and the mode are two other measures of central tendency. Let the x's be arranged in numerical order; if n is odd, the median is the middle x; if n is even, the median is the average of the two middle x's. The mode is the x that occurs most frequently. If two or more distinct x's occur with equal frequencies, but none with greater frequency, the set of x's may be said not to have a mode or to be bimodal, with modes at the two most frequent x's, or trimodal, with modes at the three most frequent x's.