Our school rankings are meticulously determined through a rigorous process:
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Factor Selection: We choose relevant factors for the ranking, balancing statistical accuracy and practical relevance.
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Data Evaluation: We assess data quality, ensuring it distinguishes schools and is accurate. Bayesian methods are used for user-generated data
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Standardized Scores: Factors are converted into standardized scores (z-scores) for fair comparison among schools.
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Weight Assignment: We assign weights to factors, preventing any single factor from overly influencing rankings. We consider user preferences and industry research.
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Overall Score: Each school's overall score is calculated by applying weights to individual factor scores.
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Data Completeness: Schools missing over 50% of data are excluded. Those with at least 50% data but lacking required factors get a grade but not a numerical ranking. Eligible schools have all factors and 500+ full-time undergraduates.
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Ranking and Grades: Qualified schools are numerically ranked based on z-scores. Grades are assigned using the ordered z-scores, following a standard distribution.
This meticulous process ensures our rankings provide accurate and meaningful insights for your school choices.