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The table below show data that has been collected from different fields from various farms in a certain valley. The table contains the grams of Raspberries tested and the amount of their Vitamin C content in mg. Find a linear model that express Vitamin C content as a function of the weight of the Raspberries.grams Vitamin Ccontent in mg50 9.460 13.970 18.380 22.890 27100 31.7110 37.2A)  Find the regression equation:     𝑦= 𝑥+   Round your answers to 3 decimal places B)  Answer the following questions using your un-rounded regression equation.  If we test 140 grams of raspberries what is the expected Vitamin C content?   𝑚𝑔 (round to the nearest tenth)

Question

The table below show data that has been collected from different fields from various farms in a certain valley. The table contains the grams of Raspberries tested and the amount of their Vitamin C content in mg. Find a linear model that express Vitamin C content as a function of the weight of the Raspberries.grams Vitamin Ccontent in mg50 9.460 13.970 18.380 22.890 27100 31.7110 37.2A)  Find the regression equation:     𝑦= 𝑥+   Round your answers to 3 decimal places B)  Answer the following questions using your un-rounded regression equation.  If we test 140 grams of raspberries what is the expected Vitamin C content?   𝑚𝑔 (round to the nearest tenth)

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Solution

A) To find the regression equation, we first need to find the slope (m) and the y-intercept (b) for the linear regression model y = mx + b, where y is the Vitamin C content and x is the weight of the raspberries.

First, let's calculate the slope (m). The slope is the change in y divided by the change in x. We can use any two points from the table to calculate this. Let's use the points (50, 9.4) and (110, 37.2).

m = (37.2 - 9.4) / (110 - 50) = 27.8 / 60 = 0.463

Next, let's calculate the y-intercept (b). We can do this by rearranging the equation to solve for b, then substituting one of the points from the table. Let's use the point (50, 9.4).

b = y - mx = 9.4 - 0.463 * 50 = -13.7

So, the regression equation is y = 0.463x - 13.7.

B) To find the expected Vitamin C content for 140 grams of raspberries, we substitute x = 140 into the equation:

y = 0.463 * 140 - 13.7 = 51.6 mg (rounded to the nearest tenth).

This problem has been solved

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