davidwc.com / school

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School Performance Study

Explore the complete analysis, methodology, visualizations, and regression results in the notebook below.

The study tests whether at least one demographic or student characteristic is significantly associated with the odds of scoring Did Not Meet Grade Level (H₁), against the null hypothesis that no demographic characteristics are associated with below-grade-level outcomes (H₀). Its purpose is to identify ways to better monitor student outcomes and provide targeted academic support.

Full analysis notebook

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Results presentation

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