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

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


Which of the following assumptions is not stated correctly?

A) The variance of the probability distribution of $\varepsilon$ is constant for all settings of the independent variable.
B) The values of $\varepsilon$ associated with any two observations are dependent on one another.
C) The probability distribution of $\varepsilon$ is normal.
D) The mean of the probability distribution of $\varepsilon$ is 0 .