Scripts in R for data management, visualization and analysis. In this project we will analyze the College dataset that offers an opportunity to understand the educational outcomes, offering detailed data on 770 colleges and universities across the US.
- Data cleaning and validation
- Descriptive statistics and visualisation (ggplot2, ggcorrplot)
- Bayesian hierarchical modelling with JAGS
- Posterior predictive checks and diagnostics
- R, RMarkdown
- Packages:
dplyr,ggplot2,ggcorrplot,lme4,rjags, `R2jags
The complete analysis is available in project1.pdf.