A data reduction technique allows a researcher to summarize information from many variables into a reduced set of variables.

Question

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A data reduction technique such as principal component analysis (PCA) or factor analysis allows a researcher to extract and summarize information from many variables into a few key variables, also called factors or principal components. This simplifies data analysis and interpretation without losing too much information.

A Data Reduction Technique Allows a Researcher to Summarize Information