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conda-forge / packages / r-bestnormalize

Estimate a suite of normalizing transformations, including a new adaptation of a technique based on ranks which can guarantee normally distributed transformed data if there are no ties: ordered quantile normalization (ORQ). ORQ normalization combines a rank-mapping approach with a shifted logit approximation that allows the transformation to work on data outside the original domain. It is also able to handle new data within the original domain via linear interpolation. The package is built to estimate the best normalizing transformation for a vector consistently and accurately. It implements the Box-Cox transformation, the Yeo-Johnson transformation, three types of Lambert WxF transformations, and the ordered quantile normalization transformation. It also estimates the normalization efficacy of other commonly used transformations, and finally it allows users to specify custom transformations or normalization statistics.

copied from cf-staging / r-bestnormalize
Type Size Name Uploaded Downloads Labels
conda 1019.6 kB | noarch/r-bestnormalize-1.9.1-r44hc72bb7e_1.conda  7 months and 6 days ago 684 main
conda 1019.9 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_1.conda  7 months and 6 days ago 756 main
conda 1018.8 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_0.conda  1 year and 7 months ago 1098 main
conda 1020.2 kB | noarch/r-bestnormalize-1.9.1-r42hc72bb7e_0.conda  1 year and 7 months ago 1114 main
conda 1010.9 kB | noarch/r-bestnormalize-1.9.0-r43hc72bb7e_1.conda  1 year and 9 months ago 1221 main
conda 1012.6 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_1.conda  1 year and 9 months ago 1185 main
conda 1011.4 kB | noarch/r-bestnormalize-1.9.0-r41hc72bb7e_0.conda  2 years and 13 days ago 1439 main
conda 1014.0 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_0.conda  2 years and 13 days ago 1433 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_1.tar.bz2  2 years and 5 months ago 1461 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r42hc72bb7e_1.tar.bz2  2 years and 5 months ago 1462 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r40hc72bb7e_0.tar.bz2  2 years and 9 months ago 1989 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_0.tar.bz2  2 years and 9 months ago 1959 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 2251 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 2155 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 1943 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 1920 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2100 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2087 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r41hc72bb7e_0.tar.bz2  3 years and 10 months ago 2096 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r36hc72bb7e_0.tar.bz2  4 years and 26 days ago 2383 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r40hc72bb7e_0.tar.bz2  4 years and 26 days ago 2303 main
conda 987.1 kB | noarch/r-bestnormalize-1.6.1-r40hc72bb7e_0.tar.bz2  4 years and 4 months ago 2468 main
conda 983.1 kB | noarch/r-bestnormalize-1.6.1-r36hc72bb7e_0.tar.bz2  4 years and 4 months ago 2510 main

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