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Basic approach creating some data classical least-squares inverse least-squares factor spaces principal component regression PCR in action partial least squares PLS in action appendix A - matrices and matrix operations appendix B - errors -some definitions of terminology appendix C - centering and scaling appendix D - F-tests for reduced eigenvalues appendix E - leverage and influence.
Bayne et al. (Sat,) studied this question.