Tag: Data transformation


BOX-COX TRANSFORMATION

Conceptual Overview and the Problem of Data Distribution In the realm of quantitative research, the Box-Cox transformation stands as a sophisticated statistical procedure designed to modify the distributional properties of a dataset. The primary objective of this technique is to transform a non-normal dependent variable into a form that approximates a normal distribution, thereby satisfying […]

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RECODING

Recoding in Psychological Research and Data Analysis The Core Definition of Recoding Recoding, in the context of statistical data analysis within psychology, is fundamentally a data-processing technique that systematically changes or transforms the existing values of a dataset. At its most basic level, it involves modifying raw data points into a new, more manageable format […]

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ANCHOR

The Anchoring Effect The Core Definition of Anchoring The Anchoring Effect is a widely recognized form of cognitive bias where an individual relies too heavily on an initial piece of information offered (the “anchor”) when making subsequent judgments or estimations. This anchor, which is often completely irrelevant to the actual value or decision being made, […]

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