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Data for price and thickness of soap is entered into a statistics software package and results in a regression equation of ŷ = 0.4 + 0.2x.What is the correct interpretation of the slope if the price is the response variable and the thickness is an explanatory variable?The price of the soap increases by $0.20, on average, when the thickness increases by 1 cm.The price of the soap decreases by $0.40, on average, when the thickness increases by 1 cm.The price of the soap decreases by $0.20, on average, when the thickness increases by 1 cm.The price of the soap increases by $0.40, on average, when the thickness increases by 1 cm.

Question

Data for price and thickness of soap is entered into a statistics software package and results in a regression equation of ŷ = 0.4 + 0.2x.What is the correct interpretation of the slope if the price is the response variable and the thickness is an explanatory variable?The price of the soap increases by 0.20,onaverage,whenthethicknessincreasesby1cm.Thepriceofthesoapdecreasesby0.20, on average, when the thickness increases by 1 cm.The price of the soap decreases by 0.40, on average, when the thickness increases by 1 cm.The price of the soap decreases by 0.20,onaverage,whenthethicknessincreasesby1cm.Thepriceofthesoapincreasesby0.20, on average, when the thickness increases by 1 cm.The price of the soap increases by 0.40, on average, when the thickness increases by 1 cm.

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Solution

The correct interpretation of the slope in this context is: The price of the soap increases by $0.20, on average, when the thickness increases by 1 cm.

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