Linearity of PCA – stats.stackexchange.com

PCA is considered a linear procedure, however: $PCA(X)\neq PCA(X_1)+PCA(X_2)+...+PCA(X_n)$, where $X=X_1+X_2+...+X_n$. This is to say that the eigenvectors obtained by the PCAs on the data matrices ...

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