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Question 2
A farm stall sells milk in 5-litre containers to the local community. The price varies according to the availability of milk at the farm stall. The price of milk, in... show full transcript
Step 1
Answer
To create the scatter plot, you will need to plot the given data points where the x-axis represents the price of milk per 5-litre container, and the y-axis represents the number of containers sold. For each price, mark a point corresponding to the number of containers sold. Ensure to label your axes correctly and provide a title for the scatter plot.
Step 2
Answer
To calculate the least squares regression line, we find coefficients a and b using the formulas:
a = rac{n( ext{sum}(xy)) - ( ext{sum}(x)( ext{sum}(y))}{n( ext{sum}(x^2)) - ( ext{sum}(x))^2}
b = rac{ ext{sum}(y) - a( ext{sum}(x))}{n}
Substituting the values yields the regression line equation:
y = ax + b, where a is the slope and b is the y-intercept.
Step 3
Answer
Using the equation obtained in Step 2.2, substitute x = 38 into the regression equation to calculate y.
This gives you a predicted value for the number of containers sold when the price is R38.
Step 4
Answer
The correlation coefficient (r = 0.94) indicates a strong positive relationship between the price of 5-litre containers and the number sold. This suggests that as the price increases, the number sold is likely to decrease. Given this strong correlation, the prediction made in 2.3 is expected to be fairly accurate.
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