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Topic: Shrinkage with known covariance matrix
Replies: 1   Last Post: Apr 6, 2006 11:34 AM

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Yaroslav Bulatov

Posts: 263
Registered: 1/25/05
Shrinkage with known covariance matrix
Posted: Apr 5, 2006 9:50 PM
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If we have n observations generated by d-dimensional normal with
identity covariance matrix, Stein phenomenon tells us to use ||x||^2 to
shrink the estimates towards zero. But what if our normal distribution
has some other covariance matrix, are there simple recipies to coming
up with good shrinkage estimators there?




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