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Statistics
The science of collecting, organizing, analyzing, and interpreting data
Population
all outcomes
Sample
a part
Parameter
a numerical description of a population
Statistic
numerical measurement describing a sample
descriptive statistics
involves organizing, summarizing, and displaying data
Inferential statistics
using sample data to draw conclusions about the population
Quantitative data
numerical measurements or counts
Qualitative data
consists of attributes, labels, or nonnumerical entries
nominal
Qualitative data only, categorized using names, labels, or qualities. No mathematical computations can be made.
Ordinal
Qualitative or quantitative data. Data can be arranged in order or ranked. Differences between data entries are not meaningful
Interval
Quantitative data, Data can be ordered, Differences between data entries are meaningful, Zero represents a position on a scale (not an inherent zero - zero does not imply "none")
Ratio
Similar to the interval level, Zero entry is an inherent zero (implies "none")
A ratio of two data values can be formed, One data value can be expressed as a multiple of another