Descriptive Statistics
~Descriptive stats describe a group of people (a "Sample")
~They help us to make sense of the information (scores or numbers) we have obtained from a "sample" of people
~Descriptive stats help us to:
-summarize the
"data" we have collected
-make sense of
the scores (data) we collected
-organize our
measurements/data into a comprehendible form
-understand large
amounts of data/scores/numbers
~In order to make some sense of this disorganized
collection of scores from the sample (called "data set"), we often place
them in pictorial form...a graph.
There are some general, helpful terms to describe the appearance of the graphed data (in comparison with the "normal" or "bell" curve):
1. Skew
- The "lop-sidedness" of the distribution (shown on a graph)
2. Kurtosis
- The amount of "peak" or "pointiness" of the graphed distribution of scores
~There are other terms/concepts/procedures that help us to describe this group of people:
1. Measures of
Central Tendency (Ways
to identify "the average score" in of a distribution)
-Mean
- the arithmetic mean (sum of scores divided by the number of scores in
the distribution)
-Median
- the middle score when you line them up in order
-Mode
- the most often obtained score in the distribution
2. Measures of
Dispersion (How "spread out" the scores are...)
-Range
- How far between the highest and lowest score
-Standard
deviation - a marker point for determining difference from others.
More on Range
We will use the formula from
our text book, in which
Range
= highest score - lowest score.
However, be aware that others
may use a different formula for figuring the range.
It can be found below.
What do you mean: "add 1"?
Why do it?
Why not just subtract lowest score
from highest?
**Because
all numbers in your distribution of scores must be represented and counted.
For example, consider this distribution and figure "the
range" of scores
1, 2, 3, 4, 5
If you just subtracted the smallest number from the largest:
"5
- 1" would be "4". But count the number of scores with which you
were provided...there are 5
of them (1,2,3,4,5). A "range
of 4" would not include both lowest (1) and highest
(5)
scores in the range. That's why we add a "1".
Your turn:
What is the range (text book formula AND other formula) for this distribution of spelling test scores?
100, 99,
98, 97, 94, 92, 91
Range = (100 - 91) +1
Range = 10
Calculate the "mean" for the following data set (add
up all the scores and divide by the number of scores in your distribution
set):
19
10
22
17
14
9
15
15
15
20
15
21
X = 16
Did anyone earn a score that was the mean? No
Identify the "mode" of the distribution (identify
the most common/often obtained score).
Identify the "median" of the distribution (the middle score in the distribution when they are lined up in order from smallest to largest).
Tom McIntyre at www.BehaviorAdvisor.com