Preprocessing using principal components analysis

The power of principal components analysis is in providing a mathematical transformation of our analytical data to a form with reduced dimensionality. From the results, the similarity and difference between objects and samples can often be better assessed and this makes the technique of prime importance in chemometrics. Having introduced the methodology and basics here, future chapters will consider the use of the technique as a data preprocessing tool. 

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