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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 25 days ago 665 main
conda 1019.9 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_1.conda  6 months and 25 days ago 735 main
conda 1018.8 kB | noarch/r-bestnormalize-1.9.1-r43hc72bb7e_0.conda  1 year and 7 months ago 1083 main
conda 1020.2 kB | noarch/r-bestnormalize-1.9.1-r42hc72bb7e_0.conda  1 year and 7 months ago 1096 main
conda 1010.9 kB | noarch/r-bestnormalize-1.9.0-r43hc72bb7e_1.conda  1 year and 9 months ago 1205 main
conda 1012.6 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_1.conda  1 year and 9 months ago 1171 main
conda 1011.4 kB | noarch/r-bestnormalize-1.9.0-r41hc72bb7e_0.conda  2 years and 4 days ago 1426 main
conda 1014.0 kB | noarch/r-bestnormalize-1.9.0-r42hc72bb7e_0.conda  2 years and 4 days ago 1419 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_1.tar.bz2  2 years and 5 months ago 1445 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r42hc72bb7e_1.tar.bz2  2 years and 5 months ago 1445 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r40hc72bb7e_0.tar.bz2  2 years and 9 months ago 1973 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.3-r41hc72bb7e_0.tar.bz2  2 years and 9 months ago 1943 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 2235 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.2-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 2141 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 1929 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.1-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 1905 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2085 main
conda 1.1 MB | noarch/r-bestnormalize-1.8.0-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2074 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2083 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r36hc72bb7e_0.tar.bz2  4 years and 18 days ago 2368 main
conda 1.1 MB | noarch/r-bestnormalize-1.7.0-r40hc72bb7e_0.tar.bz2  4 years and 18 days ago 2288 main
conda 987.1 kB | noarch/r-bestnormalize-1.6.1-r40hc72bb7e_0.tar.bz2  4 years and 3 months ago 2453 main
conda 983.1 kB | noarch/r-bestnormalize-1.6.1-r36hc72bb7e_0.tar.bz2  4 years and 3 months ago 2497 main

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