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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  6 months and 9 days ago 628 main
conda 1019.9 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_1.conda  6 months and 9 days ago 702 main
conda 1018.8 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_0.conda  1 year and 6 months ago 1057 main
conda 1020.2 kB | noarch/r-bestnormalize-1.9.1-r42hc72bb7e_0.conda  1 year and 6 months ago 1066 main
conda 1010.9 kB | noarch/r-bestnormalize-1.9.0-r43hc72bb7e_1.conda  1 year and 8 months ago 1175 main
conda 1012.6 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_1.conda  1 year and 8 months ago 1142 main
conda 1011.4 kB | noarch/r-bestnormalize-1.9.0-r41hc72bb7e_0.conda  1 year and 11 months ago 1398 main
conda 1014.0 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_0.conda  1 year and 11 months ago 1389 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_1.tar.bz2  2 years and 4 months ago 1417 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r42hc72bb7e_1.tar.bz2  2 years and 4 months ago 1417 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r40hc72bb7e_0.tar.bz2  2 years and 8 months ago 1944 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_0.tar.bz2  2 years and 8 months ago 1916 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r41hc72bb7e_0.tar.bz2  3 years and 5 months ago 2209 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r40hc72bb7e_0.tar.bz2  3 years and 5 months ago 2113 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 1900 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 1879 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2057 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2043 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2054 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r36hc72bb7e_0.tar.bz2  4 years and 2 days ago 2338 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r40hc72bb7e_0.tar.bz2  4 years and 2 days ago 2259 main
conda 987.1 kB | noarch/r-bestnormalize-1.6.1-r40hc72bb7e_0.tar.bz2  4 years and 3 months ago 2421 main
conda 983.1 kB | noarch/r-bestnormalize-1.6.1-r36hc72bb7e_0.tar.bz2  4 years and 3 months ago 2466 main

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