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statistics
the science of collecting, organizing, analyzing, interpreting, and presenting data in order to draw conclusions or make predictions
descriptive statistics
the branch of statistics that involves the organization, summarization, and the display of data describing a sample or population
inferential statistics
the branch of statistics that involves using a sample to draw conclusions about a population
data
information obtained through observations, counts, measurements, or responses to questions
raw data
data collected and unorganized
dataset
organization of all data collected for a particular study
case
each individual person, item, or unit being study
variable
any item of data that varies or changes from one case to another
attribute
potential outcomes or answers from a statistical study
population
collection of all cases that are of interest
sample
a subset of a population
nominal data
categorized by name, label, or quantity only
qualitative
ordinal data
data that can be ranked or ordered, but differences between data entries are not meaningful
qualitative or quantitative
interval/ratio data
data that can be ordered and you can calculate meaningful differences
quantitative
operationalization
the choice of variable attributes; how you measure a variable
frequency distribution
shows the number of times with which data occurs for each of the variable’s possible attributes
relative frequency
the portion of the data that falls within a category of the variable; the percent of all cases that answered with a given attribute
cumulative frequency
the percent of a sample that scored at or below a given category or class
proportion
part over whole, but as a decimal from 0 to 1