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I like to understand the results of finite samples using Monte Carlo simulations. Below, I present the code of the monte carlo simulations I generated. I general, I found that PLS works much better than PCA in this setup, since with a small number of components, PLS is able to produce a good forecast of the dependent variable. Furthermore, both models work ...


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