| Objective: Dummy Variables and the Reagan Years using
the Reagan.xls
data file.
The Reagan.xls
file contains information for the following two variables: consumption
(C) and disposable personal income (YD). Both variables are in billions
of dollars and were measured over the 1959 Q1 to 1995 Q2 period.
I. EALimdep Programming:
You will have to create two new variables (namely,
REAGAN and YDREAG) from the existing variables in the Excel worksheet.
To do so:
-
Start up the EALimdep program.
-
Import the Reagan.xls
file.
-
Create the REAGAN variable by clicking on <Project><New><Variable>,
typing in REAGAN in the Name box and IND(85,116) in the Expression
box, and then clicking on OK. Then create the YDREAG variable
by clicking on <Project><New><Variable>, typing in YDREAG
in the Name box and YD*REAGAN in the Expression box, and then clicking
on OK.
II. Assignment:
a. What data are contained in the Reagan.xls
file? For what time period?
b. The REAGAN variable is a (1,0) dummy variable for the
Reagan quarters (1980I to 1987IV). What does the variable specifically
indicate?
c. The YDREAG variable is an interactive term between the
YD and REAGAN variables. What does the variable specifically indicate?
d. Generate descriptive statistics and rangesfor all of
the variables using EALimdep (click here
for help). What do they tell us about the average values, and
dispersion of the variables. Discuss in the specific terms in which
each variable is measured.
e. Run the following regressions:
i.
C on YD
ii. C
on YD and REAGAN
iii. C on YD
and YDREAG
iv. C on YD,
REAGAN and YDREAG
Compare and contrast the
four regression models. What's different between them, and what do
they imply about what determines consumption?
f. Interpret the regression coefficients for each model.
g. Do you believe the Reagan years should have had a specific
effect on consumption? If so, what kind of coefficients would be
observed in each model? Conduct appropriate t-tests on the coefficients
for each model. State your hypotheses.
h. Interpret the R squared values
i. Conduct and interpret F-tests on each of the four regression
models.
j. Conduct F-tests between the first and second regressions
and the first and third regressions to see if the dummy variables' coefficients
differ significantly from zero. Do the F-test results agree with
their corresponding t-tests?
k. Given:
C = B1 + B2YD + B3REAGAN + B4YDREAG
+ e
(unrestricted model)
C= B1 + B2YD + e
(restricted model)
Did the Reagan years alter the consumption-income relationship?
How so? Conduct an F-test and set up the null and alternative hypotheses.
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