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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  1 year and 4 days ago 1018 main
conda 1019.9 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_1.conda  1 year and 4 days ago 1111 main
conda 1018.8 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_0.conda  2 years and 8 days ago 1394 main
conda 1020.2 kB | noarch/r-bestnormalize-1.9.1-r42hc72bb7e_0.conda  2 years and 8 days ago 1398 main
conda 1010.9 kB | noarch/r-bestnormalize-1.9.0-r43hc72bb7e_1.conda  2 years and 2 months ago 1506 main
conda 1012.6 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_1.conda  2 years and 2 months ago 1480 main
conda 1011.4 kB | noarch/r-bestnormalize-1.9.0-r41hc72bb7e_0.conda  2 years and 5 months ago 1731 main
conda 1014.0 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_0.conda  2 years and 5 months ago 1737 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 1741 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 1748 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r40hc72bb7e_0.tar.bz2  3 years and 2 months ago 2290 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_0.tar.bz2  3 years and 2 months ago 2253 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r41hc72bb7e_0.tar.bz2  3 years and 11 months ago 2531 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r40hc72bb7e_0.tar.bz2  3 years and 11 months ago 2455 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r40hc72bb7e_0.tar.bz2  3 years and 11 months ago 2238 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r41hc72bb7e_0.tar.bz2  3 years and 11 months ago 2202 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r41hc72bb7e_0.tar.bz2  4 years and 2 months ago 2381 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r40hc72bb7e_0.tar.bz2  4 years and 2 months ago 2369 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r41hc72bb7e_0.tar.bz2  4 years and 3 months ago 2393 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r36hc72bb7e_0.tar.bz2  4 years and 5 months ago 2680 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r40hc72bb7e_0.tar.bz2  4 years and 5 months ago 2613 main
conda 987.1 kB | noarch/r-bestnormalize-1.6.1-r40hc72bb7e_0.tar.bz2  4 years and 9 months ago 2752 main
conda 983.1 kB | noarch/r-bestnormalize-1.6.1-r36hc72bb7e_0.tar.bz2  4 years and 9 months ago 2799 main

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