Multiple Regression”: Exercises 17.39, and 17.42
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- GSS_Codebook2008.doc
- Copy of GSS2012.xlsx
- Multiple Regression”: Exercises 17.39, and 17.42
17.39 Refer to
Exercise 17.16. Calculate the correlation between the father’s and the mother’s
years of education. Is there any sign of multicollinearity? Explain.
17.16 GSS2012* How does the amount of
education of one’s parents (PAEDUC, MAEDUC) affect your education (EDUC)?
a. Develop a regression model
b. Test the validity of the model
c. Test the two slope coefficients
d. Interpret the coefficients
17.42 Refer to Exercise
17.20.
a. Calculate the correlation
matrix.
b. Are there signs of the presence of multicollinearity? Explain.
c. Test the correlation between each independent variable and the
dependent variable. Which independent variables are linearly related to the
dependent variable?
17.20 GSS2008*
Use the General Social Survey of 2008 to conduct a regression analysis of
income (INCOME) using the following dependent variables:
- Age (AGE)
- Years of
education (EDUC) - Hours of
work per week (HRS) - Spouse’s
hours of work (SPHRS) - Occupation
prestige score (PRESTG80) - Number of
children (CHILDS) - Number of
family members earning money (EARNRS) - Years
with current employer (CUREMPYR)
- “Time-Series Analysis and Forecasting”:
Exercises 20.19 and 20.35
20.19 Xr20-932 Plot the following time series to determine which
of the trend models appears to fit better.
|
Period 1 |
|
Time Series 55 57 53 49 47 |
|
Period 6 7 8 9 10 |
|
Time Series 39 41 33 28 20 |
20.35 The following trend line and seasonal indexes were computed
from 4 weeks of daily observations. Forecast the 7 values for next week. ŷ = 120 + 2.3t t = 1, 2, … , 28
|
Day Seasonal |
|
Sunday 1.5 |
|
Monday |
|
Tuesday .5 |
|
Wednesday |
|
Thursday |
|
Friday 1.4 |
|
Saturday |
Submit
your answers in a Microsoft Excel workbook, with each problem on a separate
worksheet. Label each tab in the workbook with the exercise number. Highlight
the answers in yellow and provide an interpretation in a text box.
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