37. We ran a regression on the per capita death rate from Covid-19 using state level data. The explanatory variables were vaxination rate, obesity rate, and population density. All the variables are of the expected sign and statistically significant. Do you think we have a multicolinearity probem? Explain. . regress deathpc vax obesity density Source Model Residual Total SS vax obesity density _cons 99006.6009 101407.179 200413.78 deathpc Coefficient df B 33002 2003 46 2204.50389 MS 49 4090.07714 Std. err. -3.004803 1.101435 5.166446 2.2322 .1807242 029574 133.2389 110.251 Number of obs = F(3, 46) Prob > F R-squared Adj R-squared = Root MSE E t P>|t| -2.73 0.009 2.31 0.025 6.11 0.000 1.21 0.233 = -5.221877 .6732606 1211947 -88.68488 50 14.97 0.0000 0.4940 0.4610 46.952 [95% conf. interval] 7877287 9.65963 .2402536 355.1628

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37. We ran a regression on the per capita death rate from Covid-19 using state level data. The
explanatory variables were vaxination rate, obesity rate, and population density. All the variables
are of the expected sign and statistically significant. Do you think we have a multicolinearity
probem? Explain.
regress deathpc vax obesity density
Source
Model
Residual
Total
SS
vax
obesity
density
_cons
99006.6009
101407.179
20041378
df
36
B 33002.2003
MS
46 2204. 50389
deathpc Coefficient Std. err.
-3.004803 1.101435
5.166446
2.2322
029574
1807242
133.2389
110.251
49 4090.07714
Number of obs
F(3, 46)
Prob > F
R-squared
Adj R-squared
Root MSE
|||||||
-2.73 0.009
2.31 0.025
6.11 0.000
1.21 0.233
||||
14.97
0.0000
0,4940
0.4610
46.952
t P>|t| [95% conf. interval]
-5.221877 -7877287
.6732606
9.65963
1211947
.2402536
-88.68488
355.1628
Transcribed Image Text:37. We ran a regression on the per capita death rate from Covid-19 using state level data. The explanatory variables were vaxination rate, obesity rate, and population density. All the variables are of the expected sign and statistically significant. Do you think we have a multicolinearity probem? Explain. regress deathpc vax obesity density Source Model Residual Total SS vax obesity density _cons 99006.6009 101407.179 20041378 df 36 B 33002.2003 MS 46 2204. 50389 deathpc Coefficient Std. err. -3.004803 1.101435 5.166446 2.2322 029574 1807242 133.2389 110.251 49 4090.07714 Number of obs F(3, 46) Prob > F R-squared Adj R-squared Root MSE ||||||| -2.73 0.009 2.31 0.025 6.11 0.000 1.21 0.233 |||| 14.97 0.0000 0,4940 0.4610 46.952 t P>|t| [95% conf. interval] -5.221877 -7877287 .6732606 9.65963 1211947 .2402536 -88.68488 355.1628
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