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Consider the following results of a multiple regression model of dollar price of unleaded gas (dependent variable) and a set of independent variables: price of

Consider the following results of a multiple regression model of dollar price of unleaded gas (dependent variable) and a set of independent variables: price of crude oil, value of S&P500, price U.S. Dollars against Euros, personal disposal income (in million of dollars) :

Coefficient t-statistics
Intercept 0.5871 68.90
Crude Oil 0.0651 32.89
S&P 500 -0.0020 18.09
Price of $ -0.0415 14.20
PDI 0.0001 17.32

R-Square = 97% What is the interpretation of coefficient for PDI?

Every 1 unit increase in the value of PDI will cause unleaded gas price to increase by 0.01 cents.

Every 1 unit increase in the value of PDI will cause unleaded gas price to decrease by 0.01%.

Every 1 unit increase in the value of PDI will cause unleaded gas price to decrease by 0.01 cents.

Every 1% increase in the value of PDI will cause unleaded gas price to decrease by 0.01 cents.

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