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Prove the second part of Theorem 5.10.

THEOREM 5.10

(Krzanowski, 1979) Let

and U=P(1)H where U is a unit vector, M is a diagonal matrix of r nonzero latent roots, and H represents orthogonal latent vectors.

(i) The ith minimum angle between an arbitrary vector in the space of the first r principal components of the first sample, and the one most nearly parallel to it in the space of the first r components of the second sample is cos-1(mi1/2) where mis the ith latent root of (PT(1)P(2))(P(1)P(2))T

Statistics and Probability, Statistics

  • Category:- Statistics and Probability
  • Reference No.:- M91784274

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