Statistics: standard deviation shortcut using frequencies
The tutor shows a convenient way to estimate the standard deviation.
Let’s imagine the following list of 20 test scores:
43, 44, 49, 51, 52, 55, 57, 58, 61, 64, 68, 73, 74, 76, 77, 82, 84, 85, 87, 91
Of course, you could easily get the standard deviation, mean, etc from a calculator (see my statistics category). However, there is a shortcut method that involves dividing the numbers into ranges, then using frequencies:
Step 1: Write the numbers in ascending order. (The list above is already that way.)
Step 2: Organize the numbers into separate ranges – I usually use four or five:
| range | midpoint | entries | frequency |
| 43-52 | 47.5 | 43, 44, 49, 51, 52 | 5 |
| 53-62 | 57.5 | 55, 57, 58, 61 | 4 |
| 63-72 | 67.5 | 64, 68 | 2 |
| 73-82 | 77.5 | 73, 74, 76, 77, 82 | 5 |
| 83-92 | 87.5 | 84, 85, 87, 91 | 4 |
Step 3: Now, find the standard deviation as if the list consists of each range midpoint, represented by its frequency. The above list becomes
47.5 (freq: 5), 57.5 (freq: 4), 67.5 (freq: 2), 77.5 (freq: 5), 87.5 (freq: 4)
Each calculator I’m familiar with has a shortcut way to enter frequencies. Today, we’ll cover the Casio fx-260Solar (see my post here for more detail):
Step 1: Press mode then . (decimal point) to get into SD mode.
Step 2: To enter 47.5 five times, key in 47.5 X 5, then press the M+ key.
Step 3: Continue by keying 57.5 X 4 M+ and so on.
Step 4: Once you’ve worked through the list, press shift then 6. You should recieve the answer 20, meaning you have entered 20 data values.
Step 5: Press shift 8 for σn or shift 9 for σn-1, whichever standard deviation is desired.
From my experience, σn is preferred in high school, while σn-1 is more often used at post-secondary level. If you’re not sure which to use, ask your instructor.
Here are the answers you hopefully receive. Note also the standard deviation without the shortcut:
| σn | 14.99 |
| σn-1 | 15.38 |
| σn (no shortcut) | 14.76 |
| σn-1 (no shortcut) | 15.14 |
You can see how close the shortcut values are to the real values.
Note: to get out of SD mode, press mode 0
Even greater advantage from the frequency method can be realized when calculating standard deviation by hand. I’ll be talking more about that in a future post.
HTH:)
Source:
Casio fx-260Solar User’s Guide
Jack of Oracle Tutoring by Jack and Diane, Campbell River, BC.