Last data update: 2014.03.03

LambertW

Package: LambertW
Type: Package
Title: Probabilistic Models to Analyze and Gaussianize Heavy-Tailed,
Skewed Data
Version: 0.6.4
Date: 2016-03-01
Author: Georg M. Goerg <im@gmge.org>
Maintainer: Georg M. Goerg <im@gmge.org>
URL: http://www.gmge.org
http://arxiv.org/abs/1010.2265 http://arxiv.org/abs/1602.02200
Description: 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.
Depends: MASS, ggplot2,
Imports: lamW (>= 1.0.0), stats, graphics, grDevices, RColorBrewer,
reshape2, Rcpp
Suggests: boot, Rsolnp, nortest, numDeriv, testthat, moments,
License: GPL (>= 2)
LazyLoad: yes
NeedsCompilation: yes
Repository: CRAN
LinkingTo: Rcpp, lamW
RoxygenNote: 5.0.1
Packaged: 2016-03-29 03:36:12 UTC; root
Date/Publication: 2016-03-29 10:48:16

● Cran Task View: Distributions
37 images, 41 functions, 1 datasets
● Reverse Depends: 0

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'LambertW' ...
** package 'LambertW' successfully unpacked and MD5 sums checked
** libs
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c RcppExports.cpp -o RcppExports.o
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c W_Cpp.cpp -o W_Cpp.o
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c W_delta_Cpp.cpp -o W_delta_Cpp.o
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c W_gamma_Cpp.cpp -o W_gamma_Cpp.o
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c kurtosis.cpp -o kurtosis.o
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c lp_norm_Cpp.cpp -o lp_norm_Cpp.o
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c normalize_by_tau_Cpp.cpp -o normalize_by_tau_Cpp.o
g++ -I/home/ddbj/local/lib64/R/include -DNDEBUG  -I/usr/local/include -I"/home/ddbj/local/lib64/R/library/Rcpp/include" -I"/home/ddbj/local/lib64/R/library/lamW/include"   -fpic  -g -O2  -c skewness.cpp -o skewness.o
g++ -shared -L/home/ddbj/local/lib64/R/lib -L/usr/local/lib64 -o LambertW.so RcppExports.o W_Cpp.o W_delta_Cpp.o W_gamma_Cpp.o kurtosis.o lp_norm_Cpp.o normalize_by_tau_Cpp.o skewness.o -L/home/ddbj/local/lib64/R/lib -lR
installing to /home/ddbj/local/lib64/R/library/LambertW/libs
** R
** data
** inst
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'LambertW'
    finding HTML links ... done
    G_delta_alpha                           html  
    Gaussianize                             html  
    H_gamma                                 html  
    IGMM                                    html  
    LambertW-package                        html  
    LambertW-toolkit                        html  
    LambertW-utils                          html  
    LambertW_fit-methods                    html  
    LambertW_input_output-methods           html  
    MLE_LambertW                            html  
    U-utils                                 html  
    W                                       html  
    W_delta                                 html  
    W_gamma                                 html  
    analyze_convergence                     html  
    beta-utils                              html  
    bootstrap                               html  
    common-arguments                        html  
    datasets                                html  
    delta_01                                html  
    delta_GMM                               html  
    delta_Taylor                            html  
    deprecated-functions                    html  
    distname-utils                          html  
    estimate-moments                        html  
    gamma_01                                html  
    gamma_GMM                               html  
    gamma_Taylor                            html  
    get_gamma_bounds                        html  
    get_input                               html  
    get_output                              html  
    get_support                             html  
    ks.test.t                               html  
    loglik-LambertW-utils                   html  
    lp_norm                                 html  
    medcouple_estimator                     html  
    p_m1                                    html  
Rd warning: /tmp/Rtmp0vwV1U/R.INSTALL25a3a637c71/LambertW/man/p_m1.Rd:58: missing file link 'pgeom'
    tau-utils                               html  
    test_normality                          html  
    test_symmetry                           html  
    theta-utils                             html  
    xexp                                    html  
** building package indices
** testing if installed package can be loaded
* DONE (LambertW)
Making 'packages.html' ... done