Frequency Distribution
A table that lists each possible value of a QUALITATIVE variable with the number of occurrences within a data set
Class
Qualitative data can be classified into this category
Class frequency
Number of observations in a data set that fall into a class
Class relative frequency
The class frequency / the total number of observations. Should total to 1, a ratio.
Class Interval
Involved in quantitative data where classes aren’t naturally occurring, therefore it would be the intervals on the x-axis
Skewed left
Mean < Median
Skewed Right
Mean > Median
Kurtosis
Measure of the amount of outliers a data set encompasses
Histogram
A graph that groups together similar values
Bar graph
A graph that displays classes of qualitative variables
Low standard deviation
Centered around the mean
High standard deviation
Spread out across a range of values
Experimental/Observational unit
An object from which we collect data
Population
Set of all units we are interested in studying
Sample
A subset of the population
Variable
A characteristic/property of an individual, usually being measured
Descriptive Statistics
Utilizes graphical methods in order to look for patterns and summarize the data set
Inferential statistics
Utilizes sample data to extend upon a population in order to make predictions and decisions
Discrete variable
Countable
Continuous Variable
Must be measured
Z-Score
The distance a data value is from the mean in terms of standard deviations
Boxplot
In descriptive statistics, it’s used to graphically demonstrate the spread of a dataset
IQR
Interquartile Range. 75th quartile - 25th quartile
Unimodal
Involves one mode, one single highest value