In the
previous section
we saw that there are several ways to define central tendency.
This section defines the three most common measures of central
tendency: the mean, the median, and the mode. The relationships
between these measures of central tendency and the definitions
given in the previous section will probably not be obvious to
you. Rather than just tell you these relationships, we will
allow you to discover them in the simulations in the sections
that follow.
This section gives only the basic definitions of the mean,
median and mode. A further discussion of the relative merits
and proper applications of these statistics is presented in a
later section.
Arithmetic Mean
The arithmetic mean is the most common measure of
central tendency. It simply the sum of the numbers divided by
the number of numbers. The symbol
mm is used for the mean of a
population. The symbol MM is
used for the mean of a sample. The formula for
mm is shown below:
m=SXN
m
S
X
N
where
SX
S
X
is the sum of all the numbers in the numbers in the sample and
NN is the number of numbers in
the sample. As an example, the mean of the numbers
1+2+3+6+8=205=4
1
2
3
6
8
20
5
4
regardless of whether the numbers constitute the entire
population or just a sample from the population.
The table,
Number of
touchdown passes, shows the number of touchdown (TD)
passes thrown by each of the 31 teams in the National Football
League in the 2000 season. The mean number of touchdown passes
thrown is 20.4516 as shown below.
m=SXN=63431=20.4516
m
S
X
N
634
31
20.4516
Number of touchdown passes
|
37
|
33
|
33
|
32
|
29
|
28
|
28
|
23
|
|
22
|
22
|
22
|
21
|
21
|
21
|
20
|
20
|
|
19
|
19
|
18
|
18
|
18
|
18
|
16
|
15
|
|
14
|
14
|
14
|
12
|
12
|
9
|
6
|
|
Although the arithmetic mean is not the only "mean" (there is
also a geometic mean), it is by far the most commonly used.
Therefore, if the term "mean" is used without specifying
whether it is the arithmetic mean, the geometic mean, or some
other mean, it is assumed to refer to the arithmetic mean.
Median
The
median is also a frequently used measure of
central tendency. The median is the midpoint of a
distribution: the same number of scores are above the median
as below it. For the data in the table,
Number of touchdown passes, there are 31
scores. The 16th highest score (which equals 20) is the
median because there are 15 scores below the 16th score and 15
scores above the 16th score. The median can also be thought
of as the 50th
percentile.
Three possible datasets for the 5-point make-up quiz
|
Student
|
Dataset 1
|
Dataset 2
|
Dataset 3
|
|
You
|
3
|
3
|
3
|
|
John's
|
3
|
4
|
2
|
|
Maria's
|
3
|
4
|
2
|
|
Shareecia's
|
3
|
4
|
2
|
|
Luther's
|
3
|
5
|
1
|
For Dataset 1, the median is three, the same as your
score. For Dataset 2, the median is 4. Therefore, your score
is below the median. This means you are in the lower half of
the class. Finally for Dataset 3, the median is 2. For this
dataset, your score is above the median and therefore in the
upper half of the distribution.
Computation of the Median: When there is
an odd number of numbers, the median is simply the middle
number. For example, the median of 2, 4, and 7 is 4. When
there is an even number of numbers, the median is the mean of
the two middle numbers. Thus, the median of the numbers
22,
44,
77,
1212 is
4+72=5.5
4
7
2
5.5
.
mode
The
mode is the most frequently occuring value.
For the data in the table,
Number of touchdown passes, the mode is 18
since more teams (4) had 18 touchdown passes than any other
number of touchdown passes. With continuous data such as
response time measured to many decimals, the frequency of each
value is one since no two scores will be exactly the same (see
discussion of
continuous
variables). Therefore the mode of continuous data is
normally computed from a grouped frequency distribution. The
Grouped frequency
distribution table shows a grouped frequency
distribution for the target response time data. Since the
interval with the highest frequency is 600-700, the mode is
the middle of that interval (650).
Grouped frequency distribution
|
Range
|
Frequency
|
|
500-600
|
3
|
|
600-700
|
6
|
|
700-800
|
5
|
|
800-900
|
5
|
|
900-1000
|
0
|
|
1000-1100
|
1
|