The scatterplot above shows a company’s ice cream sales d, in dollars, and the high temperature t, in degrees Celsius (°C), on 12 different days. A line of best fit for the data is also shown. Which of the following could be an equation of the line of best fit?
Choice D is correct. On the line of best fit, d increases from approximately 480 to 880 between and
. The slope of the line of best fit is the difference in d-values divided by the difference in t-values, which gives
, or approximately 33. Writing the equation of the line of best fit in slope-intercept form gives
, where b is the y-coordinate of the y-intercept. This equation is satisfied by all points on the line, so
when
. Thus,
, which is equivalent to
. Subtracting 396 from both sides of this equation gives
. Therefore, an equation for the line of best fit could be
.
Choice A is incorrect and may result from an error in calculating the slope and misidentifying the y-coordinate of the y-intercept of the graph as the value of d at rather than the value of d at
. Choice B is incorrect and may result from using the smallest value of t on the graph as the slope and misidentifying the y-coordinate of the y-intercept of the graph as the value of d at
rather than the value of d at
. Choice C is incorrect and may result from misidentifying the y-coordinate of the y-intercept as the smallest value of d on the graph.