QUESTION IMAGE
Question
Question was provided via image upload.
Simpson's Paradox occurs when a lurking (or confounding) variable influences the relationship between two other variables, leading to a reversal in the direction of an association when data is aggregated versus disaggregated. The effect of lurking (or confounding) variables on an observed association is a common cause of Simpson's Paradox. These variables are often related to both the explanatory and response variables, and when not accounted for, they can distort the apparent relationship.
Snap & solve any problem in the app
Get step-by-step solutions on Sovi AI
Photo-based solutions with guided steps
Explore more problems and detailed explanations
lurking (or confounding)