FREQUENCY DISTRIBUTIONS raw score distribution: list of each individual’s score frequency distribution: list of each score that appears and how many times each score occurs
Uses of Frequency Distributions Summarize a large set of data. Describe the shape of a distribution. Needed for inferential statistics.
A Raw Score Distribution
Frequency Distribution Table xf
Frequency Polygon Best for quantitative/continuous data. Study Time in Hours f
Histogram Best for quantitative/continuous data. Study Time in Hours f
Bar Graph Best for qualitative/discrete variables. f Ed. Bus. A&S AST College
Guidelines for Graphs Label units. Make axes proportional (y axis should be 2/3 to 3/4 length of x axis). Make bars equal width. Keep it simple.
Describing Frequency Distributions symmetrical: same on both sides
skewed: scores piled on one side positive skew negative skew body tail
kurtosis: steepness leptokurtic platykurtic mesokurtic
Frequency Distribution Statistics relative frequency: proportion of scores that are x cumulative frequency: number of scores up to and including x percentile rank: percentage of scores up to and including x percentile: x score at a percentile rank
Cumulative Frequency xfcf start at the bottom score add the frequencies always equals N, total # of scores
Relative Frequency xfrf divide each frequency by N 5/50 =.10 3/50 =.06 8/50 =.16 9/50 =.18 10/50 =.20 7/50 =.14
Percentile Rank xfcfpr divide cf by N and multiply by th %ile = 7 90th %ile = 6 84th %ile = 5 68th %ile = 4 52nd %ile = 3 34th %ile = 2 14th %ile = 1