Diamond Ring Pricing Using Linear Regression

Abstract

Data presented in a newspaper advertisement suggest the use of simple linear regression to relate the prices of diamond rings to the weights of their diamond stones. The intercept of the resulting regression line is negative and significantly different from zero. This finding raises questions about an assumed pricing mechanism and motivates consideration of remedial actions.

• Extrapolation
• Interpretation of intercept
• Model-building
• Transformations