以下の記事に示す形式のデータ (data.csv)さえ準備すれば、MATLAB言語でT2統計量・SPEが可能です。 なおdata.csvにおける最初のいくつかのサンプルをPCAモデル構築用データ数とします。 プログラム中の”NumOfTrainingData”でその数を設定してください。

This repository includes code that using PCA - Principal Component Analysis to do various tasks. Principal component analysis (PCA) involves a mathematical procedure that transforms a number of ...

Code 1: PCA on Generated Dataset This repository contains a MATLAB script that demonstrates Principal Component Analysis (PCA) on a generated dataset. PCA is a widely-used technique for dimensionality ...

The proposed technique may be called a TCA-PCA hybrid code assignment scheme, which is first time presented in this paper. The details of the scheme with its simulation using MATLAB is provided.