Univariate Analysis Flashcards
How data points cluster around the mean.
Standard Deviation
The average distance of each score from the mean.
Standard Deviation
Measure of central tendency that is the most occuring number.
mode
The age of students in SOWK 310 tend to range from 21-23. On age, this group is homogeneous. Would you expect a small or large standard deviation?
small
AVERAGE. This measure of central tendency is easily inflated by outliers.
mean
What is the mode of 10, 10, 20, 50, 10, 20?
10, it occurs the most
What is the median of 10, 10, 20, 50, 10, 20, 15?
1st put the numbers in order 10, 10, 10, 15, 20, 20, 50.
The middle # is 15.
When can a mean misrepresent the central tendency of a variable (e.g., age or income) ?
When there are a handful of extreme data points, these outliers can deflate or inflate the average.
e. g. 1 on age, a 6 month old in the data could deflate the mean
e. g., 2 on income, an individual earning $ 1 million might inflate the average).
Univariate analysis that tells you how often an event occurred in the data. It is generally done on each quantitative variable/question in the study.
Frequency Distribution
Measure of central tendency where 50% of data points fall below & 50% fall above it.
e.g., Housing is skewed toward poor housing. ____ is helpful in handling skewed data.
Median
Highest point minus the lowest point in the data.
Range
A type of graph where a bar may represent the combined frequencies of several codes.Therefore, we can use it to see the shape of the distribution.
Histogram
A type of graph where each bar represents a single code (e.g., grade).
Bar Graph