1. Academic Performance Index Regression Analysis
... students (and families) to counteract a socioeconomic and demographic sensitive metric, and improve performance across the board. Through our analyses, we have concluded that a school's API is largely explained by its students' socioeconomic status and demographic features. Through the creation of these models, we can better predict which schools will benefit from assistance (through refocused funding and resources), and help ... chose to split this variable halves, with each corresponding to either a low or high average parents' education for schools. Final Model We chose to make use of...
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