What Is the Relationship Between Diamond Price and Carat Size $89.25 \%$

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
Predictor


Interpret the standard deviation of the regression model.

A) We can explain $89.25 \%$ of the variation in the sampled diamond prices around their mean using the size of the diamond in a linear model.
B) For every 1-carat increase in the size of a diamond, we estimate that the price of the diamond will increase by $\$ 1117.56$ .
C) We expect most of the sampled diamond prices to fall within $\$ 1117.56$ of their least squares predicted values.
D) We expect most of the sampled diamond prices to fall within $\$ 2235.12$ of their least squares predicted values.