For questions 15-20, use the following regression output obtained by regressing birth weight (the y variable called birthwt) on the number of cigarettes smoked by women while pregnant (the x variable called cigs): SUMMARY OUTPUT Regression Statistics Multiple R R Square Adjusted R Square 0.151 0.023 0.022 Standard Error 20.129 Observations 1,388 Coefficients Standard Error Upper 95% 120.89 t Stot P-value Lower 95% Intercept (ba) 119.77 0.57 209.27 0.003 118.65 cigs (b;) 051 -5.68 0.001 -0.69 0.09 0.34 True or False: We can conclude from the simple model above that smoking without a doubt CAUSES lower birth weight. O True False

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For questions 15-20, use the following regression output obtained by regressing
birth weight (the y variable called birthwt) on the number of cigarettes smoked
by women while pregnant (the x variable called cigs):
SUMMARY OUTPUT
Regression Statistics
Multiple R
R Square
0.151
0.023
Adjusted R Square
0.022
Standard Error
20.129
Observations
1,388
Coefficients Standard Error tStat P-value
Upper 95%
Lower 95%
Intercept (bo)
119.77
0.57 209.27
0.003
118.65
120.89
cigs (b,)
-0.51
0.09
-5.68
0.001
-0.69
-0.34
True or False: We can conclude from the simple model above that smoking
without a doubt CAUSES lower birth weight.
O True
False
Transcribed Image Text:For questions 15-20, use the following regression output obtained by regressing birth weight (the y variable called birthwt) on the number of cigarettes smoked by women while pregnant (the x variable called cigs): SUMMARY OUTPUT Regression Statistics Multiple R R Square 0.151 0.023 Adjusted R Square 0.022 Standard Error 20.129 Observations 1,388 Coefficients Standard Error tStat P-value Upper 95% Lower 95% Intercept (bo) 119.77 0.57 209.27 0.003 118.65 120.89 cigs (b,) -0.51 0.09 -5.68 0.001 -0.69 -0.34 True or False: We can conclude from the simple model above that smoking without a doubt CAUSES lower birth weight. O True False
For questions 15-20, use the following regression output obtained by regressing
birth weight (the y variable called birthwt) on the number of cigarettes smoked
by women while pregnant (the x variable called cigs):
SUMMARY OUTPUT
Regression Statistics
Multiple R
0.151
R Square
0.023
Adjusted R Square
Standard Error
0.022
20.129
Observations
1,388
Coefficients Standard Error tStat P-value Lower 95% Upper 95%
Intercept (bo)
119.77
0.57 209.27
0.003
118.65
120.89
cigs (b,)
-0.51
0.09
-5.68
0.001
-0.69
-0.34
The appropriate representation of the population model being estimated above
is
cigs = Bo + Bi birthwt + e
%3D
cigs = bo + bi birthwt + ê
none of these are correct
birthwt = Bo + Bicigs +e
Transcribed Image Text:For questions 15-20, use the following regression output obtained by regressing birth weight (the y variable called birthwt) on the number of cigarettes smoked by women while pregnant (the x variable called cigs): SUMMARY OUTPUT Regression Statistics Multiple R 0.151 R Square 0.023 Adjusted R Square Standard Error 0.022 20.129 Observations 1,388 Coefficients Standard Error tStat P-value Lower 95% Upper 95% Intercept (bo) 119.77 0.57 209.27 0.003 118.65 120.89 cigs (b,) -0.51 0.09 -5.68 0.001 -0.69 -0.34 The appropriate representation of the population model being estimated above is cigs = Bo + Bi birthwt + e %3D cigs = bo + bi birthwt + ê none of these are correct birthwt = Bo + Bicigs +e
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