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What Is the Relationship Between Diamond Price and Carat Size

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What is the relationship between diamond price and carat size? 307 diamonds were sampled and a straight-line relationship was hypothesized between y = diamond price (in dollars) and x = size of the diamond (in carats) . The simple linear regression for the analysis is shown below: Least Squares Linear Regression of PRICE What is the relationship between diamond price and carat size? 307 diamonds were sampled and a straight-line relationship was hypothesized between y = diamond price (in dollars)  and x = size of the diamond (in carats) . The simple linear regression for the analysis is shown below: Least Squares Linear Regression of PRICE   Interpret the estimated slope of the regression line. A)  For every 1-carat increase in the size of a diamond, we estimate that the price of the diamond will increase by $11,598.90. B)  For every 1-carat increase in the size of a diamond, we estimate that the price of the diamond will decrease by $2298.36. C)  For every $1 decrease in the price of the diamond, we estimate that the size of the diamond will increase by 11,598.9 carats. D)  For every 2298.36-carat decrease in the size of a diamond, we estimate that the price of the diamond will increase by $11,598.90. Interpret the estimated slope of the regression line.


Definitions:

Market Risk Premium

The supplementary income expected by an investor from maintaining a risky market portfolio rather than holding risk-free investments.

Required Return

The minimum return that an investor expects to achieve on an investment, considering the risk associated with it.

Risk-free Rate

The theoretical return of an investment with zero risk, often represented by the yield on government securities.

Beta

Beta is a measure of a stock's volatility in relation to the overall market; a beta greater than 1 indicates higher volatility, while a beta less than 1 indicates lower volatility.

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