A microeconomist wants to determine how corporate sales are influenced by capital and wage spending by companies. She proceeds to randomly select 26 large corporations and record information in millions of dollars. The output below shows results of this multiple regression.   Regression Statistics Multiple R                   0.830 R Square                     0.689 Adjusted R Square      0.662 Standard Error            17501.643 Observations               26   ANOVA                            df                     SS                       MS                     F           Significance F Regression                 15579777040       7789888520        25.432     0.0001 Residual                       7045072780         306307512 Total                           22624849820                             Coeff               StdError         t Stat           P-value Intercept      15800.0000    6038.2999       2.617          0.0154 Capital                0.1245          0.2045                              0.5485 Wages                 7.0762          1.4729                              0.0001   Based on these information, please answer the following two questions.  

Is there collinearity among the factors? Shall we remove any factor(s)?  

What would be the interpretation of the p-value for the t test? alpha = 0.05  

What is the percentage of variation in sales explained by modeling on advertising expenditures? (Give to two decimal places.)  

What are the r2  and adjusted r2 values for the regression model? Interpret the meanings. Which one should be used?

The estimated average change in salary (in thousands of dollars) as a result of spending an extra hour per day studying is

Suppose the required package was not installed in your computer, write down your R script file.

From main: Create ArrayList and add the 3 Students given in the instructions.

toString function: returns name, gpa (Separated by tabs).   

From main: Create Comparator anonymous inner class that sorts by age. Your code to sort by age and call function to print