My first article presents an analysis of an experiment on a structured dataset containing \(5\) outliers. The goal of the experiment is to find the outliers, and the analysis is based on \(1,500\) observations and \(7\) features.

After standardization the data, a model of a set of linearly uncorrelated principal components was created.

After creating the linear model, a figure showing outliers in the dataset was created, and finally a table of statistics of the principal components was created.