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Lambert W x F distributions are a generalized framework to analyze skewed, heavy-tailed data. It is based on an input/output system, where the output random variable (RV) Y is a non-linearly transformed version of an input RV X ~ F with similar properties as X, but slightly skewed (heavy-tailed). The transformed RV Y has a Lambert W x F distribution. This package contains functions to model and analyze skewed, heavy-tailed data the Lambert Way: simulate random samples, estimate parameters, compute quantiles, and plot/ print results nicely. Probably the most important function is 'Gaussianize', which works similarly to 'scale', but actually makes the data Gaussian. A do-it-yourself toolkit allows users to define their own Lambert W x 'MyFavoriteDistribution' and use it in their analysis right away.

copied from cf-post-staging / r-lambertw
Type Size Name Uploaded Downloads Labels
conda 846.1 kB | win-64/r-lambertw-0.6.9_2-r44hd8a2815_0.conda  11 days and 16 hours ago 22 main
conda 827.4 kB | osx-64/r-lambertw-0.6.9_2-r43h813e631_0.conda  11 days and 16 hours ago 19 main
conda 835.0 kB | win-64/r-lambertw-0.6.9_2-r43hd8a2815_0.conda  11 days and 16 hours ago 19 main
conda 840.1 kB | osx-64/r-lambertw-0.6.9_2-r44h813e631_0.conda  11 days and 16 hours ago 17 main
conda 858.0 kB | linux-64/r-lambertw-0.6.9_2-r44h3697838_0.conda  11 days and 16 hours ago 61 main
conda 843.0 kB | linux-64/r-lambertw-0.6.9_2-r43h3697838_0.conda  11 days and 16 hours ago 61 main
conda 689.8 kB | win-64/r-lambertw-0.6.9_1-r44h8ae3a7c_1.conda  1 year and 10 days ago 415 main
conda 679.1 kB | win-64/r-lambertw-0.6.9_1-r43h8ae3a7c_1.conda  1 year and 10 days ago 433 main
conda 685.2 kB | osx-64/r-lambertw-0.6.9_1-r44hc83a2cd_1.conda  1 year and 10 days ago 369 main
conda 672.0 kB | osx-64/r-lambertw-0.6.9_1-r43hc83a2cd_1.conda  1 year and 10 days ago 365 main
conda 701.6 kB | linux-64/r-lambertw-0.6.9_1-r44h93ab643_1.conda  1 year and 10 days ago 1393 main
conda 686.8 kB | linux-64/r-lambertw-0.6.9_1-r43h93ab643_1.conda  1 year and 10 days ago 1377 main
conda 677.0 kB | win-64/r-lambertw-0.6.9_1-r41ha856d6a_0.conda  1 year and 8 months ago 485 main
conda 673.3 kB | osx-64/r-lambertw-0.6.9_1-r43h64b2c41_0.conda  1 year and 8 months ago 366 main
conda 676.1 kB | osx-64/r-lambertw-0.6.9_1-r42h64b2c41_0.conda  1 year and 8 months ago 359 main
conda 685.7 kB | linux-64/r-lambertw-0.6.9_1-r42ha503ecb_0.conda  1 year and 8 months ago 1769 main
conda 682.5 kB | linux-64/r-lambertw-0.6.9_1-r43ha503ecb_0.conda  1 year and 8 months ago 1691 main
conda 680.6 kB | win-64/r-lambertw-0.6.9-r41ha856d6a_0.conda  1 year and 10 months ago 515 main
conda 677.3 kB | osx-64/r-lambertw-0.6.9-r43h64b2c41_0.conda  1 year and 10 months ago 370 main
conda 676.8 kB | osx-64/r-lambertw-0.6.9-r42h64b2c41_0.conda  1 year and 10 months ago 378 main
conda 687.4 kB | linux-64/r-lambertw-0.6.9-r42ha503ecb_0.conda  1 year and 10 months ago 1746 main
conda 685.8 kB | linux-64/r-lambertw-0.6.9-r43ha503ecb_0.conda  1 year and 10 months ago 1769 main
conda 679.9 kB | win-64/r-lambertw-0.6.8-r41ha856d6a_0.conda  1 year and 11 months ago 551 main
conda 676.5 kB | osx-64/r-lambertw-0.6.8-r43hac7d2d5_0.conda  1 year and 11 months ago 347 main
conda 678.1 kB | osx-64/r-lambertw-0.6.8-r42hac7d2d5_0.conda  1 year and 11 months ago 369 main

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