Ratio level of measurement is similar to interval level, as it allows for meaningful comparisons and equal intervals. However, ratio level also has a true zero point which represents an absence or complete lack of the measured attribute.
Imagine ratio level as measuring money in your bank account. You can make meaningful comparisons (e.g., $1000 is more than $500) and have equal intervals ($100 difference), but having $0 means you have no money at all.
Nominal Level of Measurement: This refers to a measurement scale where data is categorized into distinct categories without any numerical value assigned.
Ordinal Level of Measurement: This refers to a measurement scale where data is categorized into distinct categories with some order or ranking, but the differences between values may not be equal.
Interval Level of Measurement: This refers to a measurement scale that categorizes data and allows for meaningful comparisons between values, but it lacks a true zero point.
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