- •1.1. Introduction
- •1.2. The mean
- •1.3. The median
- •1.4. The Mode
- •1.5. Measures of dispersion for ungrouped data
- •1.5.1. Range
- •1.5.2. The mean absolute deviation
- •1.5.3. The variance and the standard deviation
- •1.5.4. Interpretation of the population standard deviation
- •1.5.5. The interquartile range
- •1.6. Numerical summary of grouped data
- •1.6.1. Mean for data with multiple-observation values
- •1.6.2. Median for data with multiple-observation values
- •1.6.3. Mode for data with multiple-observation values
- •1.6.4. Variance for data with multiple-observation values
- •1.7. Frequency distribution. Grouped data and histograms
- •1.7.1. Less than method for writing classes
- •1.8. Mean for grouped data
- •1.9. The Median for grouped data
- •1.10. Modal class
- •1.11. Variance and standard deviation for grouped data
- •1.12. Interquartile range for grouped data
1.6. Numerical summary of grouped data
1.6.1. Mean for data with multiple-observation values
Suppose that a data set contains values occurring with frequencies, respectively.
1. For a population of observations, so that
The mean is
2. For a sample of observations, so that
The mean is
The arithmetic is most conveniently set out in tabular form.
Example:
The score for the sample of 25 students on a 5-point quiz are shown below. Find the mean.
Score
|
Frequency
|
0 1 2 3 4 5 |
1 2 6 12 3 1 |
|
|
Solution:
We must find . We need a column to display the computation of the quantity (Table 1.3):
Table 1.3
Score
|
Frequency
|
|
0 1 2 3 4 5 |
1 2 6 12 3 1 |
0· 1=0 1· 2=2 2· 6=12 3· 12=36 4· 3=12 5· 1=5 |
|
|
|
In the end, .
Hence the mean of the scores
Is approximately 2.7.
1.6.2. Median for data with multiple-observation values
For an ungrouped frequency distribution, find the median by examining the cumulative frequency to locate the middle value, as shown in the next example.
Example:
The number of videocassette recorders sold per month over a two-year period is recorded below. Find the median.
Solution:
As we know the median is observation.
Since then .
To find and observations we write corresponding cumulative frequency distribution (Table 1.4).
Table1.4
Class |
Number of sets sold |
Frequency (month)
|
Cumulative frequency |
1 2 3 4 5 6 7 |
1 2 3 4 5 6 7 |
3 8 5 4 2 1 1 |
3 11 16 20 22 23 24 |
|
|
|
|
The and values fall in class 3.
value=3 ; value=3.
Therefore, .
1.6.3. Mode for data with multiple-observation values
As we already know, the mode is the most frequently occurring value. A similar concept can be used when the data are available in multiple-observation form.
Example:
The following data were collected on the number of blood tests a hospital conducted for a random sample of 50 days. Find the mode.
-
Number of tests per day
Frequency
(days)
26
27
28
29
30
31
32
5
9
12
18
5
0
1
Solution:
Since 29 days were given on 18 days (the number of tests that occurs most often), the mode is 29.