Describe various levels of measurement with suitable examples.

Levels of Measurement | Nominal, Ordinal, Interval and Ratio

Levels of measurement, also called scales of measurement, tell you how precisely variables are recorded. In scientific research, a variable is anything that can take on different values across your data set (e.g., height or test scores).

There are 4 levels of measurement:

• Nominal: the data can only be categorized
• Ordinal: the data can be categorized and ranked
• Interval: the data can be categorized, ranked, and evenly spaced
• Ratio: the data can ____ _____ __________ ___ ____ __________.
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