Question
wage=B0+B1educ+B2exper+B3tenure+u . Wherewageis average hourly earnings,educis years of education,experis years of experience, andtenureis the years with the current employer. model. a. Estimatethis model using STATA
wage=B0+B1educ+B2exper+B3tenure+u
.
Wherewageis average hourly earnings,educis years of education,experis years of experience,
andtenureis the years with the current employer.
model.
a. Estimatethis model using STATA andinterpretthe coefficients of your estimated
Which of the independent variables in this model arestatistically significantat the 5%
level? Explain and show all work.
b. What is thehighest levelof significance in which you could reject the null hypothesis
thatexperisnotstatistically significant? Explain and be clear.
Determine ifexperandtenurearejointlysignificant determinants of wage. Explain your
process and be clear.
c. Do you believe the estimates ascertained from this model may bebiased? Why or why
If a researcher desires a percentage change interpretation of the model's estimated
coefficients, whichfunctional form transformationshould be used and why? Rewrite this
regression model with the appropriate transformation.
d. Determine ifexperandtenurearejointlysignificant determinants of wage. Explain your
process and be clear.
e. Do you believe the estimates ascertained from this model may bebiased? Why or why not?
f. researcher desires a percentage change interpretation of the model's estimated
coefficients, whichfunctional form transformationshould be used and why? Rewrite this
regression model with the appropriate transformation.
g.Suppose a researcher is interested in the impact of gender on thereturn to education.
Explain how this researcher can implement a change to this model to produce this
outcome
h. Is there evidence of heteroskedasticity? If so, what are the implications of this
heteroskedasticity?
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