scale of measurement

The scale of measurement refers to how data is categorized based on its properties. There are four main types: nominal (categories without order, like colors), ordinal (categories with a specific order, like rankings), interval (numbers with equal differences but no true zero, like temperature in Celsius), and ratio (numbers with a true zero, like weight or height). Understanding the scale helps determine the appropriate statistical analysis and interpretation of data, ensuring accurate and meaningful results.