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Given the hypothesis of a bi-modal distribution of cells for each marker, the algorithm constructs a binary tree, the nodes of which are subpopulations of cells. At each node, observed cells and markers are modeled by both a family of normal distributions and a family of bi-modal normal mixture distributions. Splitting is done according to a normalized difference of AIC between the two families. Method is detailed in: Commenges, Alkhassim, Gottardo, Hejblum & Thiebaut (2018) <doi: 10.1002/cyto.a.23601>.

copied from cf-staging / r-cytometree
Type Size Name Uploaded Downloads Labels
conda 2.3 MB | win-64/r-cytometree-2.0.2-r44h8ae3a7c_3.conda  2 months and 21 days ago 195 main
conda 2.4 MB | win-64/r-cytometree-2.0.2-r43h8ae3a7c_3.conda  2 months and 21 days ago 189 main
conda 2.3 MB | osx-64/r-cytometree-2.0.2-r44h25d921d_3.conda  2 months and 21 days ago 117 main
conda 2.4 MB | osx-64/r-cytometree-2.0.2-r43h25d921d_3.conda  2 months and 21 days ago 112 main
conda 2.4 MB | linux-64/r-cytometree-2.0.2-r43h0d4f4ea_3.conda  2 months and 21 days ago 372 main
conda 2.3 MB | linux-64/r-cytometree-2.0.2-r44h0d4f4ea_3.conda  2 months and 21 days ago 398 main
conda 2.4 MB | win-64/r-cytometree-2.0.2-r41ha856d6a_2.conda  1 year and 4 months ago 348 main
conda 2.4 MB | osx-64/r-cytometree-2.0.2-r43hac7d2d5_2.conda  1 year and 4 months ago 138 main
conda 2.4 MB | osx-64/r-cytometree-2.0.2-r42hac7d2d5_2.conda  1 year and 4 months ago 131 main
conda 2.4 MB | linux-64/r-cytometree-2.0.2-r43ha503ecb_2.conda  1 year and 4 months ago 1008 main
conda 2.4 MB | linux-64/r-cytometree-2.0.2-r42ha503ecb_2.conda  1 year and 4 months ago 1015 main
conda 2.5 MB | win-64/r-cytometree-2.0.2-r41ha856d6a_1.tar.bz2  2 years and 10 days ago 538 main
conda 2.5 MB | osx-64/r-cytometree-2.0.2-r42h49197e3_1.tar.bz2  2 years and 10 days ago 67 main
conda 2.5 MB | osx-64/r-cytometree-2.0.2-r41h49197e3_1.tar.bz2  2 years and 10 days ago 66 main
conda 2.5 MB | linux-64/r-cytometree-2.0.2-r42h7525677_1.tar.bz2  2 years and 10 days ago 1390 main
conda 2.5 MB | linux-64/r-cytometree-2.0.2-r41h7525677_1.tar.bz2  2 years and 10 days ago 1402 main
conda 2.5 MB | win-64/r-cytometree-2.0.2-r40ha856d6a_0.tar.bz2  2 years and 11 months ago 710 main
conda 2.5 MB | win-64/r-cytometree-2.0.2-r41ha856d6a_0.tar.bz2  2 years and 11 months ago 701 main
conda 2.5 MB | osx-64/r-cytometree-2.0.2-r41h9951f98_0.tar.bz2  2 years and 11 months ago 77 main
conda 2.5 MB | osx-64/r-cytometree-2.0.2-r40h9951f98_0.tar.bz2  2 years and 11 months ago 79 main
conda 2.5 MB | linux-64/r-cytometree-2.0.2-r41h03ef668_0.tar.bz2  2 years and 11 months ago 1781 main
conda 2.5 MB | linux-64/r-cytometree-2.0.2-r40h03ef668_0.tar.bz2  2 years and 11 months ago 1828 main

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