Relate Y-on-X and X-on-Y coefficients

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Quick Overview

This question evaluates understanding of simple linear regression theory, specifically the algebraic relationship between the slope of Y on X and the slope of X on Y, interpretation of R^2, sign implications, and behavior under standardization, testing statistical reasoning competency in the Statistics & Math domain.

Relate Y-on-X and X-on-Y coefficients

Company: Citadel

Role: Data Scientist

Category: Statistics & Math

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates understanding of simple linear regression theory, specifically the algebraic relationship between the slope of Y on X and the slope of X on Y, interpretation of R^2, sign implications, and behavior under standardization, testing statistical reasoning competency in the Statistics & Math domain.

Read the full Citadel Data Scientist interview experience this question came from

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Citadel
Oct 13, 2025
mediumData ScientistTechnical ScreenStatistics & Math
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