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    • Penalized principal component regression 

      Byrd, Ayanna (uga, 2008-05)
      When using linear regression problems, an unbiased estimate is produced by the Ordinary Least Squares. There are two serious drawbacks to using OLS; one is if X is less than full rank then the estimator is no longer unique ...