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STAT 301 Statistical Modelling for Data Science Course Project

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Analysis of Influential Factors in University Research Rankings

  • Identified best-fit model through backward selection algorithms and visualizations using R libraries:

    • ggplot2
    • dplyr
    • tidyr
    • RColorBrewer
  • Predicted university research scores by analyzing correlations with variables such as:

    • Rank
    • International outlook
    • Student-to-staff ratio
    • Teaching score
    • Citation score

    Assessed accuracy based on:

    • Adjusted
    • Mallow’s C_p

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STAT 301 Statistical Modelling for Data Science Course Project

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