question 105
Multiple Choice
(Situation P) Below are the results of a survey of America's best graduate and professional schools. The top 25 business schools, as determined by reputation, student selectivity, placement success, and graduation rate, are listed in the table.
For each school, three variables were measured: (1) GMAT score for the typical incoming student; (2) student acceptance rate (percentage accepted of all students who applied) ; and (3) starting salary of the typical graduating student.
1. 2.3.4.5.6.7.8.9.10.11. 12. 13. 14.15.16. 17. 18. 19. 20. 21. 22. 23.24.25. School Harvard Stanford Penn Northwestern MIT Chicago Duke Dartmouth Virginia Michigan Columbia Cornell CMU UNC Cal-Berkeley UCLA Texas Indiana NYU Purdue USC Pittsburgh Georgetown Maryland Rochester GMAT 644665644640650632630649630620635648630625634640612600610595610605617593605 Acc. Rate 15.0%10.219.422.621.330.018.213.423.032.437.114.931.215.424.720.728.129.035.026.831.933.031.728.135.9 Salary $63,00060,00055,00054,00057,00055,26953,30052,00055,26953.30052,00050,70052,05050,80050,00051,49443,98544,11953,16143,50049,08043,50045,15642,92544,499
The academic advisor wants to predict the typical starting salary of a graduate at a top business school using GMAT score of the school as a predictor variable. A simple linear regression of SALARY versus GMAT using the 25 data points in the table are shown below.
β0=−92040β^1=228s=3213r2=.66r=.81df=23t=6.67
-For the situation above, give a practical interpretation of β^0=−92040 .
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Definitions:
Real GDP
Represents the value of all final goods and services produced within a country's borders in a specific time period, adjusted for inflation.
Percentage Change
A calculation that indicates how much something increases or decreases in value, expressed as a ratio of the initial value to the difference in value, times 100.
GDP Deflator
The GDP deflator is an economic metric that converts the current prices of all goods and services produced in an economy to constant prices, allowing for inflation adjusted comparisons.
Real GDP
The calculation of a nation's economic production taking into account adjustments for variations in prices and inflation, revealing the actual value of goods and services generated.