Asked by Kelsey Martin on Jul 13, 2024

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A shop owner tries to predict heater sales by displaying the sales of hot chocolate and heaters on the following scatterplot.Does the scatterplot of hot chocolate sales and heater sales indicate that it is appropriate to calculate the correlation? A shop owner tries to predict heater sales by displaying the sales of hot chocolate and heaters on the following scatterplot.Does the scatterplot of hot chocolate sales and heater sales indicate that it is appropriate to calculate the correlation?   A) No: the relation must be linear. B) Yes: the relation is strong. C) Yes: the direction is positive. D) Yes: the relation is linear. E) Yes: the two variables are quantitative.

A) No: the relation must be linear.
B) Yes: the relation is strong.
C) Yes: the direction is positive.
D) Yes: the relation is linear.
E) Yes: the two variables are quantitative.

Scatterplot

A graph in which the values of two variables are plotted along two axes, the pattern of points revealing any correlations present.

Correlation

A numerical metric that illustrates the degree to which two variables move in tandem, demonstrating the intensity and orientation of their association.

Hot Chocolate

A warm beverage made from melted chocolate or cocoa powder mixed with milk or water and sugar.

  • Grasp the importance of correlation in quantifying the strength and direction of relationships between variables.
  • Recognize the limitations of correlations and the importance of considering linearity and quantitative variables.
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ubaldo victor fernandez mesaJul 16, 2024
Final Answer :
D
Explanation :
The scatterplot of hot chocolate sales and heater sales indicates a linear relationship between the two variables, which is necessary for calculating correlation. Therefore, option D is the correct choice.