Assignment Task

 

Problem 1: The data set Abr.csv is given to you on Ms-Teams. In the data set 50 cross-sectional observations of following variables such as state (name of 50 states), abortion (number of abortions per thousand women aged 15-44 in given year), religion (percent of state population that is Catholic), price (average price charged in non-hospital facilities), laws (dummy variable for laws, 1 is exists and 0 otherwise), funds (dummy variable for availability of state funds, 1 is exists and 0 otherwise), educ (percentage of population with high school degree), income (income of respondents) and picket (percentage of respondents that reported experiencing picketing with physical contact or blocking of patients). You are expected to run the following regression and answer the following questions with the help of data. 

Abortion=f(Religion, price, laws, funds, educ, income, picket)

A. Comment on the relationship of dependent and independent variables using appropriate analysis done in R -Studio.

B. Run the regression using OLS in R-Studio and show the relevant output .

C. Test the various assumptions of OLS and highlight the violation of assumptions (if any) using R-Studio.

D. Suggest the diagnostic procedure for correcting the violation of assumptions (if any).

E. Suggest the final regression equation.

 


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  • Uploaded By : Roman
  • Posted on : March 13th, 2019

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