目录
- Rupdate rd file and unit test to fix cran issue8个月前
- datamove all r package files one level up5年前
- instfix citation2年前
- manupdate rd file and unit test to fix cran issue8个月前
- srcupdate rcpp version to fix cran warnings2年前
- testsupdate rd file and unit test to fix cran issue8个月前
- vignettesupdate CITATION file and vignette updates2年前
- .gitignoreupdate package to 0.6.7 to fix CRAN checks4年前
- DESCRIPTIONupdate rd file and unit test to fix cran issue8个月前
- NAMESPACEupdate package to 0.6.7 to fix CRAN checks4年前
- NEWS.mdupdate rd file and unit test to fix cran issue8个月前
- README.mdadd reference to pylambertw2年前
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LambertW R package
This is the github repo for the LambertW R package hosted on CRAN. For any changes after the official version, see the commit history and here.
Installation & usage
To install LambertW run
See
?LambertWfor examples on how to use the LambertW package.There is also an R vignette on CRAN with a brief tutorial on the main functionalities.
Python implementation
See https://github.com/gmgeorg/pylambertw for the Python equivalent of the LambertW package.
Tutorials & posts
See cross-validated / stackoverflow for a variety of LambertW posts on how to normalize/Gaussianize data and model skewed/heavy-tailed distributions.
References
Georg M. Goerg (2011): Lambert W random variables - a new family of generalized skewed distributions with applications to risk estimation. Annals of Applied Statistics 3(5). 2197-2230.
Georg M. Goerg (2014): The Lambert Way to Gaussianize heavy-tailed data with the inverse of Tukey’s h transformation as a special case. The Scientific World Journal.