The principal component estimation is proposed by Massy in 1965, it is a linear regression coefficient of biased estimate of the parameters, such as with other biased estimation, ridge estimation and so on, is put forward in order to overcome the least squares estimation showed in the design matrix is ill conditioned instability.
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