The regression output is reported in Table 5. Calculate the standard error, t-statistic, p-value, and 95% confidence interval for the variable owner. Is the coeffi
The regression output is reported in Table 5. Calculate the standard error, t-statistic, p-value, and 95% confidence interval for the variable owner. Is the coeffi
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
The regression output is reported
in Table 5. Calculate the standard error, t-statistic, p-value, and 95% confidence
interval for the variable owner. Is the coefficient of owner statistically significant at
5%?
![The questions below are based on a dataset containing the characteristics of 5,407
households. In particular, we will use the following variables:
- size: home size, measured in square feet.
- hhinc: annual household net income, measured in euros.
- owner. dummy variable equal to 1 if the living space is owned, and 0 if the living
space is rented.
- hhsize1: dummy variable equal to 1 if the number of household's members is 1 or
2, and 0 otherwise.
hhsize2: dummy variable equal to 1 if the number of household's members is 3 or
4, and 0 otherwise.
hhsize3: dummy variable equal to 1 if the number of household's members is 5 or
above 5, and 0 otherwise.
- edu: education level of household's members.
The Appendix contains tables with the critical values of the standard normal distribution and
the F distribution.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F9a398711-6bb1-446b-9b69-373cfacdd600%2F80b83199-9666-4242-bedc-5f3f7fb17a59%2F126cdcf_processed.png&w=3840&q=75)
Transcribed Image Text:The questions below are based on a dataset containing the characteristics of 5,407
households. In particular, we will use the following variables:
- size: home size, measured in square feet.
- hhinc: annual household net income, measured in euros.
- owner. dummy variable equal to 1 if the living space is owned, and 0 if the living
space is rented.
- hhsize1: dummy variable equal to 1 if the number of household's members is 1 or
2, and 0 otherwise.
hhsize2: dummy variable equal to 1 if the number of household's members is 3 or
4, and 0 otherwise.
hhsize3: dummy variable equal to 1 if the number of household's members is 5 or
above 5, and 0 otherwise.
- edu: education level of household's members.
The Appendix contains tables with the critical values of the standard normal distribution and
the F distribution.
![Table 5
. regress size hhinc owner hhsizel hhsizez hhsize3, robust noconstant
Linear regression
Nunber of obs
1,593
F(5, 1588)
3895.70
Prob > F
0.0000
R-squared
0.9255
Root MSE
353.16
Robust
size
Coefficient std. err.
t
P>|t|
(95% conf. interval)
hhinc
6.80 0.000
.004567
0006717
0032495
.0058845
owner
404.7925
442.6217
hhsizel
675.8086
24.24222
27.88 0.00
628.2585
723.3587
hhsize2
788.6606
36.47628
21.62
717.1138
860.2073
hhsize)
993.6609
58.63294
16.95
e.000
878.6548
1108.667](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F9a398711-6bb1-446b-9b69-373cfacdd600%2F80b83199-9666-4242-bedc-5f3f7fb17a59%2Fay13qyf_processed.png&w=3840&q=75)
Transcribed Image Text:Table 5
. regress size hhinc owner hhsizel hhsizez hhsize3, robust noconstant
Linear regression
Nunber of obs
1,593
F(5, 1588)
3895.70
Prob > F
0.0000
R-squared
0.9255
Root MSE
353.16
Robust
size
Coefficient std. err.
t
P>|t|
(95% conf. interval)
hhinc
6.80 0.000
.004567
0006717
0032495
.0058845
owner
404.7925
442.6217
hhsizel
675.8086
24.24222
27.88 0.00
628.2585
723.3587
hhsize2
788.6606
36.47628
21.62
717.1138
860.2073
hhsize)
993.6609
58.63294
16.95
e.000
878.6548
1108.667
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