Explanation
Correct answer: C.
Choice C is correct. A linear model can be written in the form , where is the slope of the graph of the model in the xy-plane and is the y-intercept. The graph of an appropriate linear model for the data shown in the scatterplot passes near the points and in the xy-plane. Two points on a line, and , can be used to find the slope of the line using the slope formula, . Substituting the points and for and , respectively, in the slope formula yields , or . Therefore, the value of for an appropriate linear model is approximately . Substituting for in yields . Since an appropriate linear model passes near the point , it follows that is approximately and an appropriate linear model for the data is . Thus, of the given choices, is the most appropriate linear model for these data.
Alternate approach: A linear model can be written in the form , where is the slope of the graph of the model in the xy-plane and is the y-intercept. The scatterplot shows that as the x-values of the data points increase, the y-values of the data points increase, which means the graph of an appropriate linear model has a positive slope. The scatterplot also shows that an appropriate linear model would pass close to the point . Of the given choices, is the only linear model whose graph has a positive slope and a y-intercept of .
Why the other choices are wrong
Choice A
Choice A is incorrect. The graph of this model has a negative slope, not a positive slope.
Choice B
Choice B is incorrect. The graph of this model has a negative slope, not a positive slope, and a y-intercept that is not .
Choice D
Choice D is incorrect. The graph of this model has a slope that is too steep to fit the data, and a y-intercept that is not .