Question
fiscal: This is the size of the stimulus package the as percentage of GDP countries have adopted as a response to the pandemic. totalcases: The
fiscal: This is the size of the stimulus package the as percentage of GDP countries have adopted as a response to the pandemic.
totalcases: The number of total COVID 19 cases, by sometime in April 2020. Infection rate: Total cases divided by population
Medage: Median age of population in years
hospitalbeds: Number of hospital beds per 1000 people
gdppercapita2018: Real GDP per-capita in constant USD in 2018
democracy: An institutional quality variable that takes a higher value if a country is more democratic.
presidential: A dummy variable that takes the value of 1 for presidential regimes and 0 for parliamentary regimes. Answer the following questions:
(a) Regress the fiscal variable on democracy. (Use excel for this and particularly focus on OLS.xlsx that we have worked on together in class, when we still had in-person classes) Calculate the estimated coefficient of democracy. Interpret what it means.
(b) Repeat the above exercise with presidential on the right-hand side of the regression equation. Interpret the coefficient. Does your interpretation change because the variable presidential is a dummy?
(c) Now, run a regression where you regress the variable fiscal on all the other variables (For this use STATA and the reg command. You basically need to type the following on STATE: "reg fiscal totalcases infectionrate medage gdppercapita2018 hospitalbeds democracy presidential". Interpret your results. Which variable has a significant coefficient? Which variable does not have a significant coefficient? Why?
(d) Why are the results you obtain different in parts a vs. c or b vs. c. Explain.
I will also upload the excel sheet, it will help you to answer questions
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