components regression (PCR). We will also present a financial application in which we apply PCR if the points represent the …In this paper we will classify patterns using an algorithm analogous to the k-means algorithm and the principal …

account that the minimum sum of the squares in the principal components regression (PCR) is given by the corresponding …

because of problems with multicollinearity An alternative approach, principal components regression, was tried Results showed … that principal components regression estimates were more consistent with theoretical expectations and were statistically …