Jul 05

PCA: Understand the affecting Factors for your portfolio, or credit score, or food pattern (causing diseases)

Overview for Principal Components Analysis

https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/before-you-start/overview/

" The goal of principal components analysis is to explain the maximum amount of variance with the fewest number of principal components."

Interpret the key results for Principal Components Analysis

https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/interpret-the-results/key-results/

Interpret all statistics and graphs for Principal Components Analysis

https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/interpret-the-results/all-statistics-and-graphs/

Methods and formulas for Principal Components Analysis

https://support.minitab.com/en-us/minitab/18/help-and-how-to/modeling-statistics/multivariate/how-to/principal-components/methods-and-formulas/methods-and-formulas/

A step by step explanation of Principal Component Analysis

https://towardsdatascience.com/a-step-by-step-explanation-of-principal-component-analysis-b836fb9c97e2

Principal Component Analysis in Python

https://plot.ly/ipython-notebooks/principal-component-analysis/

Principal Component Analysis: How to reveal the most important variables in your data? – R software and data mining

http://www.sthda.com/english/wiki/print.php?id=204

Articles – Principal Component Methods in R: Practical Guide

http://www.sthda.com/english/articles/31-principal-component-methods-in-r-practical-guide/112-pca-principal-component-analysis-essentials/

Practical Guide to Principal Component Analysis (PCA) in R & Python

https://www.analyticsvidhya.com/blog/2016/03/practical-guide-principal-component-analysis-python/

Principal Component Analysis

http://www.nonlinear.com/support/progenesis/lc-ms/faq/v4.1/pca.aspx