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Introduces a fast and efficient Surrogate Variable Analysis algorithm that captures variation of unknown sources (batch effects) for high-dimensional data sets. The algorithm is built on the 'irwsva.build' function of the 'sva' package and proposes a revision on it that achieves an order of magnitude faster running time while trading no accuracy loss in return.

Type Size Name Uploaded Downloads Labels
conda 89.7 kB | linux-64/r-smartsva-0.1.3-r43h21a89ab_8.tar.bz2  1 year and 5 months ago 105 main
conda 91.6 kB | osx-64/r-smartsva-0.1.3-r43h71b3455_8.tar.bz2  1 year and 5 months ago 1032 main
conda 91.5 kB | osx-64/r-smartsva-0.1.3-r42h71b3455_7.tar.bz2  1 year and 6 months ago 110 main
conda 89.2 kB | linux-64/r-smartsva-0.1.3-r42h21a89ab_7.tar.bz2  1 year and 6 months ago 110 main
conda 89.2 kB | linux-64/r-smartsva-0.1.3-r42hecf12ef_6.tar.bz2  2 years and 1 month ago 149 main
conda 92.3 kB | osx-64/r-smartsva-0.1.3-r42h63d8054_6.tar.bz2  2 years and 1 month ago 440 main
conda 88.4 kB | linux-64/r-smartsva-0.1.3-r41hecf12ef_5.tar.bz2  2 years and 9 months ago 158 main
conda 91.1 kB | osx-64/r-smartsva-0.1.3-r41h4277420_5.tar.bz2  2 years and 9 months ago 48 main
conda 85.3 kB | linux-64/r-smartsva-0.1.3-r41h52a8340_4.tar.bz2  3 years and 6 months ago 199 main
conda 86.3 kB | osx-64/r-smartsva-0.1.3-r41hdb58930_4.tar.bz2  3 years and 6 months ago 950 main
conda 85.0 kB | linux-64/r-smartsva-0.1.3-r40h52a8340_3.tar.bz2  3 years and 8 months ago 335 main
conda 86.1 kB | osx-64/r-smartsva-0.1.3-r40hdb58930_3.tar.bz2  3 years and 8 months ago 181 main
conda 85.8 kB | osx-64/r-smartsva-0.1.3-r40hc5da6b9_2.tar.bz2  4 years and 7 months ago 671 main
conda 83.5 kB | linux-64/r-smartsva-0.1.3-r40h0357c0b_2.tar.bz2  4 years and 7 months ago 219 main
conda 82.5 kB | osx-64/r-smartsva-0.1.3-r36hf99fc2c_1.tar.bz2  5 years and 4 months ago 646 main
conda 80.3 kB | linux-64/r-smartsva-0.1.3-r36h0357c0b_1.tar.bz2  5 years and 4 months ago 250 main
conda 79.9 kB | linux-64/r-smartsva-0.1.3-r351h29659fb_0.tar.bz2  5 years and 11 months ago 283 main gcc7
conda 81.6 kB | osx-64/r-smartsva-0.1.3-r351h466af19_0.tar.bz2  5 years and 11 months ago 446 main gcc7

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