Instruction 16-1
To explain personal consumption (CONS) measured in dollars,data is collected for
A regression analysis was performed with CONS as the dependent variable and log(CRDTLIM) ,log(APR) ,log(ADVT) ,and GENDER as the independent variables.The estimated model was
= 2.28 - 0.29 log(CRDTLIM) + 5.77 log(APR) + 2.35 log(ADVT) + 0.39 GENDER
-Referring to Instruction 16-1,and noting that ADVT has been transformed using the log transformation,what is the correct interpretation for the estimated coefficient for ADVT?
A) A 1% increase in per person advertising expenditure by the manufacturer will result in an estimated mean increase of 2.35% on personal consumption holding other variables constant.
B) A 100% increase in per person advertising expenditure by the manufacturer will result in an estimated mean increase of $2.35 on personal consumption holding other variables constant.
C) A $1 increase in per person advertising expenditure by the manufacturer will result in an estimated mean increase of $2.35 on personal consumption holding other variables constant.
D) A 100% increase in per person advertising expenditure by the manufacturer will result in an estimated mean increase of 2.35% on personal consumption holding other variables constant.
Correct Answer:
Verified
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