Introductory Statistics Key Concepts
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Nominal data represents categories with no order, often yes/no or names.
Ordinal data represents categories with a meaningful order, like ranks A, B, C.
Interval data has ordered values with equal intervals but no true zero point.
Ratio data has ordered values with equal intervals and a true zero point.
Discrete data consists of countable numbers, often integers.
Continuous data can take any value within a range and is measured.
Statistical significance means a result is unlikely due to chance, based on math.
Practical significance means the result has real-world importance or impact.