Principal component estimation method was the original regression independent variables is transformed to another set of variables, the primary component, select some of the important main ingredient as a new independent variable, and then using the least-squares method to select the principal components model parameters are estimated, and then transform back to the original estimates of the model parameters are obtained.
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