This project is to analyse the well-known Boston Housing dataset.
The analysis result can be found in the report. The R markdown pdf file is for reference.
Overall, the following data analysis are adopted:
- Univariate exploratory data analysis
- Bivariate data analysis - coorelation
- multivariate regression model with residual analysis and visualization via PCA dimensionality reduction