Glossary
First Quartile: Denoted
, the first quartile of a set of data is a number having the property that at least one-quarter of the observations are less than or equal to
and at least three-quarters of the observations are greater than or equal to
.
Interquartile Range: The interquartile range (IQR) is a measure of spread defined as the difference between the third and first quartiles:
Mean: The mean is the average of the data:
Median: The median, denoted
, is the "half-way point" of the data in the sense that the same number of observations is greater than or equal to
as is less than or equal to it.
Nonresistant: Summary measures that can be greatly changed by one or more outliers.
Outlier: An extremely unrepresentative data point. A box-and-whisker plot identifies any data value less than
-1.5*IQP
or greater than
+1.5*IQP
as an outlier.
Standard Deviation: A numerical value given to describe the spread of values of a data set. The larger the standard deviation, the greater the spread. The formula for finding the standard deviation, s, is
:
Trimming: k-times trimming consists of removing the k largest and k smallest observations from the data set. The k-times trimmed mean is the mean of the data that remain after the k-times trimming.
Third Quartile: The third quartile,
is a number having the property that at least three-quarters of the observations are less than or equal to
and at least one-quarter of the observations are greater than or equal to
.