https://github.com/sskender/multivariate-data-analysis

Multivariate Data Analysis FER labs
https://github.com/sskender/multivariate-data-analysis

Last synced: 10 months ago
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Multivariate Data Analysis FER labs

• Host: GitHub
• URL: https://github.com/sskender/multivariate-data-analysis
• Owner: sskender
• Created: 2022-04-03T12:35:02.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2024-04-03T21:11:09.000Z (almost 2 years ago)
• Last Synced: 2025-01-26T20:25:42.915Z (12 months ago)
• Language: Jupyter Notebook
• Size: 3.79 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 7
• Metadata Files:
  • Readme: README.md

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README

          
# Multivariate Data Analysis

Multivariate Data Analysis FER labs

Learning Outcomes:

- Define main notions in the multivariate data analysis

- Explain mathematical backgrounds of main multivariate statistical procedures

- Apply linear multiple regression analysis

- Differentiate between principal component analysis and factor analysis

- Justify the adequacy of different multivariate statistical methods for various problems

- Interpret the results of multivariate statistical data analysis and explain their practical meaning