In: Statistics and Probability
In 2011, the Congressional Budget Office predicted that the US
economy would grow by 2.8% per year on average over the decade from
2011 to 2021. At this rate, in 2021, the ratio of national debt to
GDP (gross domestic product) is predicted to be 76% and the federal
deficit is predicted to be $861 billion. Both predictions depend
heavily on the growth rate. If the growth rate is 3.3% over the
same decade, for example, the predicted 2021 debt-to-GDP ratio is
66% and the predicted 2021 deficit is $521 billion. If the growth
rate is even stronger, at 3.9%, the predicted 2021 debt-to-GDP
ratio is 55% and the predicted 2021 deficit is $113
billion.1 There are only three individual cases given
(for three different economic scenarios), and for each we are given
values of three variables.
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1Gandel, S., ‘‘Higher growth could mean our debt worries
are all for nothing,” Time Magazine, March 7, 2011, p.
20.
(a) Use StatKey or other technology and the three cases
given to find the regression line for predicting 2021 debt-to-GDP
ratio (in percents) from the average growth rate (in percents) over
the decade 2011 to 2021.
Round your answer for the intercept to the nearest integer and your
answer for the slope to one decimal place.
Ratio^= Enter your answer in accordance to item (a) of the question
statement + Enter your answer in accordance to item (a) of the
question statement (Growth)
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(b) Round your answers to one decimal place.
What 2021 debt-to-GDP ratio does the model in part (a) predict if
growth is 2%?
Ratio^= Enter your answer in accordance to item (a) of the question
statement %
What 2021 debt-to-GDP ratio does the model in part (a) predict if
growth is 4%?
Ratio^= Enter your answer in accordance to item (a) of the question
statement %
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(c) Studies indicate that a country's economic growth slows if
the debt-to-GDP ratio hits 90%. Using the model from part (a), at
what growth rate would we expect the ratio in the US to hit 90% in
2021?
Round your answer to two decimal places.
growth = Enter your answer in accordance to the question
statement %
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(d) Use StatKey or other technology and the three cases
given to find the regression line for predicting the deficit (in
billions of dollars) in 2021 from the average growth rate (in
percents) over the decade 2011 to 2021.
Round your answers to the nearest integer.
Deficit^= Enter your answer in accordance to item (d) of the
question statement + Enter your answer in accordance to item (d) of
the question statement (Growth)
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(e) Round your answers to the nearest integer.
What 2021 deficit does the model in part (d) predict if growth is
2%?
Deficit^= Enter your answer in accordance to item (d) of the
question statement billion dollars
What 2021 deficit does the model in part (d) predict if growth is
4%?
Deficit^= Enter your answer in accordance to item (d) of the
question statement billion dollars
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(f) The deficit in 2011 was $1.4 trillion. What growth rate
would leave the deficit at this level in 2021?
Round your answer to three decimal places.
Growth = Enter your answer in accordance to the question
statement %