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Post-Collegiate Starting Salary Prediction Model

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by

Jonathan Usry

on 6 February 2013

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Transcript of Post-Collegiate Starting Salary Prediction Model

Challenge: Rank U.S. states by starting salary of college graduates

Solution: Took into account five commonly used collegiate metrics to build a weighted model:

Acceptance Rate
Classes Under 20 Students
Full Year Tuition
Graduation Rate
Retention Rate

Next Steps: Layer in U.S. collegiate data for universities not in original data set Post-Collegiate Starting Salary Prediction Model # of Schools: 3 Model Rank #5: Maryland Model Rank #4: California Key Drivers: Acceptance Rate Graduation Rate # of Schools: 19 Key Drivers: Acceptance Rate Full Year Tuition # of Schools: 3 Key Drivers: Model Rank #1: Connecticut # of Schools: 2 Key Drivers: Model Rank #3: Georgia Model Rank #2: Massachusetts Graduation Rate Acceptance Rate # of Schools: 10 Key Drivers: Full Year Tuition Classes Under 20 Students Acceptance Rate Classes Under 20 Students #: Model Rank
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