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q |
Based on the previous analysis, we wish to use
predictors
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that are independent of each other
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è r12 = 0
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è minimum useful correlation = 0.
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q |
The worst predictors are r12 =
1.0
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q |
The desire for independent predictors is part of the
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motivation for Empirical Orthogonal Function (EOF)
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analysis.
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q |
EOF attempts to find a relatively small number of
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independent quantities which convey as much of the
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original information as possible without redundancy.
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