Last data update: 2014.03.03
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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
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
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