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Principal Component Analysis – Example To illustrate the calculations connected to Principal Component Analysis (PCA), let us solve a simple toy problem. Let us assume that we have a small data matrix of 3 variables and 4 experiments, and we want to express all observations using only 2 variables. We first write the data matrix
