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hotelling-t2

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pca: A Python Package for Principal Component Analysis.

  • UpdatedMar 2, 2025
  • Jupyter Notebook

Python implementation of the control charts used for process monitoring and anomaly detection

  • UpdatedJun 18, 2023
  • Python

The HotellingEllipse package helps draw the Hotelling's T-squared ellipse on a PCA or PLS score scatterplot by computing the Hotelling's T-squared statistic and providing the ellipse's coordinates, semi-minor, and semi-major axes lengths.

  • UpdatedJan 4, 2025
  • R

Hotellings T^2 Statistics Two sample Problem

  • UpdatedNov 21, 2019

Analyze a dataset on muscular dystrophy and make statistical inferences

  • UpdatedJan 28, 2023
  • Jupyter Notebook

In this repository you find a python program and the prints and 3D-visualization of it. After the KNN-Classification I wanted to know which variables have the most relevance for the results. One approach for this is the Principal-Component-Analysis (PCA). More details in the python program as comments.

  • UpdatedMar 20, 2025

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