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Variable
A characteristic that can change or take on different values.
Population
An entire group of individuals that is defined.
Sample
A subset used to represent a population.
Inferential Statistics
Use sample data to make general conclusions about populations.
Descriptive Statistics
Methods for organizing and summarizing data.
Sampling Error
The discrepancy between a sample statistic and its population parameter.
Discrete Variables
Variables consisting of indivisible categories.
Continuous Variables
Variables that are infinitely divisible into any unit.
Nominal Scale
An unordered set of categories identified by name only.
Ordinal Scale
An ordered set of categories indicating direction of difference.
Interval Scale
An ordered set of equal-sized categories with meaningful intervals.
Ratio Scale
Like interval scale, but with a meaningful zero point.
Correlation
Indicates the strength and direction of the relationship between two variables.
Independent Variable
The condition or event that is manipulated by the experimenter.
Dependent Variable
The aspect or behavior thought to be affected by the independent variable.
Standard Deviation
A measure of the average distance of scores from the mean.
Z-Score
Expresses data in terms of the mean and standard deviation.
Frequency Distribution
A summary of how often each category of a variable occurs.
Percentile Rank
The percentage of individuals with scores equal to or less than a given X value.
Mean
The arithmetic average computed by summing all scores and dividing by the number of scores.
Median
The middle score that divides the distribution so that 50% are above and below.
Mode
The most frequently occurring score or class interval in a distribution.
Variance
The average squared deviation from the mean.
Normal Distribution
A symmetrical distribution with greatest frequency in the middle.
Bimodal Distribution
A distribution with two modes.
Skewed Distribution
A distribution where scores pile up on one side, leaving a tail on one end.
Stem and Leaf Display
A method for displaying a frequency distribution that separates each score into two parts.
Range
The difference between the highest and lowest scores in a dataset.
Central Tendency
A statistical measure that uses a single value to describe the center of a distribution.