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Identified best-fit model through backward selection algorithms and visualizations using R libraries:
ggplot2
dplyr
tidyr
RColorBrewer
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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
R²
- Mallow’s
C_p
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STAT 301 Statistical Modelling for Data Science Course Project
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