decorrelate

cranv0.1.6.4

Decorrelation Projection Scalable to High Dimensional Data. Data whitening is a widely used preprocessing step to remove correlation structure since statistical models often assume independence. Here we use a probabilistic model of the observed data to apply a whitening transformation. This Gaussian Inverse Wishart Empirical Bayes model substantially reduces

License Artistic-2.00 versions1 maintainers9 deps67 weekly dl
https://CRAN.R-project.org/package=decorrelate
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methodsRfastirlbagraphicsRcppCholWishartMatrixutilsstats
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First published · 2025-07-18 13:25:00

Last updated · 2025-07-18T12:10:03+00:00