poweRlaw: Analysis of Heavy Tailed Distributions

An implementation of maximum likelihood estimators for a variety of heavy tailed distributions, including both the discrete and continuous power law distributions. Additionally, a goodness-of-fit based approach is used to estimate the lower cut-off for the scaling region.

Install the latest version of this package by entering the following in R:
install.packages("poweRlaw")
AuthorColin Gillespie [aut, cre]
Date of publication2016-12-22 19:36:52
MaintainerColin Gillespie <csgillespie@gmail.com>
LicenseGPL-2 | GPL-3
Version0.70.0
https://github.com/csgillespie/poweRlaw

View on CRAN

Functions

bootstrap Man page
bootstrap_moby Man page
bootstrap_p Man page
bootstrap_p_moby Man page
compare_distributions Man page
conexp Man page
conexp-class Man page
conlnorm Man page
conlnorm-class Man page
conpl Man page
conpl-class Man page
conweibull Man page
conweibull-class Man page
disexp Man page
disexp-class Man page
dislnorm Man page
dislnorm-class Man page
displ Man page
displ-class Man page
dispois Man page
dispois-class Man page
dist_all_cdf Man page
dist_all_cdf,conexo-method Man page
dist_all_cdf,conexp-method Man page
dist_all_cdf,conlnorm-method Man page
dist_all_cdf,conpl-method Man page
dist_all_cdf,conweibull-method Man page
dist_all_cdf,disexp-method Man page
dist_all_cdf,dislnorm-method Man page
dist_all_cdf,displ-method Man page
dist_all_cdf,dispois-method Man page
dist_cdf Man page
dist_cdf,conexp-method Man page
dist_cdf,conlnorm-method Man page
dist_cdf,conpl-method Man page
dist_cdf,conweibull-method Man page
dist_cdf,disexp-method Man page
dist_cdf,dislnorm-method Man page
dist_cdf,displ-method Man page
dist_cdf,dispois-method Man page
dist_data_all_cdf Man page
dist_data_all_cdf,discrete_distribution-method Man page
dist_data_cdf Man page
dist_data_cdf,ctn_distribution-method Man page
dist_data_cdf,discrete_distribution-method Man page
dist_ll Man page
dist_ll,conexp-method Man page
dist_ll,conlnorm-method Man page
dist_ll,conpl-method Man page
dist_ll,conweibull-method Man page
dist_ll,disexp-method Man page
dist_ll,dislnorm-method Man page
dist_ll,displ-method Man page
dist_ll,dispois-method Man page
dist_pdf Man page
dist_pdf,conexp-method Man page
dist_pdf,conlnorm-method Man page
dist_pdf,conpl-method Man page
dist_pdf,conweibull-method Man page
dist_pdf,disexp-method Man page
dist_pdf,dislnorm-method Man page
dist_pdf,displ-method Man page
dist_pdf,dispois-method Man page
dist_rand Man page
dist_rand,conexp-method Man page
dist_rand,conlnorm-method Man page
dist_rand,conpl-method Man page
dist_rand,conweibull-method Man page
dist_rand,disexp-method Man page
dist_rand,dislnorm-method Man page
dist_rand,displ-method Man page
dist_rand,dispois-method Man page
dplcon Man page
dpldis Man page
estimate_pars Man page
estimate_xmin Man page
get_distance_statistic Man page
get_KS_statistic Man page
get_n Man page
get_ntail Man page
lines,distribution-method Man page
moby Man page
moby_sample Man page
native_american Man page
NativeAmerican Man page
plot.bs_p_xmin Man page
plot.bs_xmin Man page
plot.compare_distributions Man page
plot,distribution,ANY-method Man page
points,distribution-method Man page
population Man page
Population Man page
powerlaw Man page
poweRlaw Man page
powerlaw-package Man page
poweRlaw-package Man page
pplcon Man page
ppldis Man page
rplcon Man page
rpldis Man page
show,distribution-method Man page
swiss_prot Man page
Swiss_prot Man page
us_american Man page
USAmerican Man page

Files

inst
inst/CITATION
inst/doc
inst/doc/a_introduction.R
inst/doc/d_jss_paper.Rnw
inst/doc/c_comparing_distributions.pdf
inst/doc/c_comparing_distributions.R
inst/doc/a_introduction.Rnw
inst/doc/c_comparing_distributions.Rnw
inst/doc/a_introduction.pdf
inst/doc/d_jss_paper.pdf
inst/doc/b_powerlaw_examples.Rnw
inst/doc/b_powerlaw_examples.R
inst/doc/b_powerlaw_examples.pdf
tests
tests/testthat.R
tests/testthat
tests/testthat/test_plot.R tests/testthat/test_estimate_pars.R
tests/testthat/ctn_data.RData
tests/testthat/test_estimate_xmin.R
tests/testthat/README.md
tests/testthat/test_bootstrap_p.R tests/testthat/test_dist_cdf.R tests/testthat/test_compare_distributions.R
tests/testthat/discrete_data.RData
tests/testthat/test_bootstrap.R tests/testthat/test_dist_ll.R tests/testthat/test_dist_data_cdf.R tests/testthat/test_show.R
NAMESPACE
demo
demo/moby.R
demo/00Index
NEWS.md
data
data/moby_sample.RData
data/us_american.RData
data/bootstrap_moby.RData
data/swiss_prot.RData
data/native_american.RData
data/bootstrap_p_moby.RData
data/population.RData
data/moby.RData
R
R/def_conexp.R R/compare_distributions.R R/AllGenerics.R R/bootstrap.R R/poweRlaw-package.R R/def_conpl.R R/show_methods.R R/def_dislnorm.R R/dist_data_cdf_methods.R R/plot_methods.R R/def_dispois.R R/def_disexp.R R/get_n.R R/estimate_pars.R R/lines_methods.R R/data_help_files.R R/estimate_xmin.R R/plcon.R R/def_conweibull.R R/def_displ.R R/bootstrap_p.R R/pldis.R R/checks.R R/ctn_helper_functions.R R/get_ntail.R R/points_methods.R R/timer.R R/def_template.R R/def_conlorm.R R/aaa_all_classes.R
vignettes
vignettes/knitr_figure_poweRlaw
vignettes/knitr_figure_poweRlaw/graphics-do_we_have_a_power-1.pdf
vignettes/knitr_figure_poweRlaw/graphics-unnamed-chunk-25-1.pdf
vignettes/knitr_figure_poweRlaw/graphics-unnamed-chunk-15-1.pdf
vignettes/knitr_figure_poweRlaw/graphics-unnamed-chunk-34-1.pdf
vignettes/d_jss_paper.Rnw
vignettes/figure4.pdf
vignettes/knitr_cache_poweRlaw
vignettes/knitr_cache_poweRlaw/unnamed-chunk-30_12ac1905bdc89c5a60f63730a899ba4a.rdb
vignettes/knitr_cache_poweRlaw/__packages
vignettes/knitr_cache_poweRlaw/unnamed-chunk-30_12ac1905bdc89c5a60f63730a899ba4a.rdx
vignettes/knitr_cache_poweRlaw/unnamed-chunk-30_12ac1905bdc89c5a60f63730a899ba4a.RData
vignettes/jsslogo.ps
vignettes/knitr_figure_compare
vignettes/knitr_figure_compare/graphics-F2-1.pdf
vignettes/knitr_figure_compare/graphics-F1-1.pdf
vignettes/knitr_figure_examples
vignettes/knitr_figure_examples/graphics-unnamed-chunk-13-1.pdf
vignettes/knitr_figure_examples/graphics-unnamed-chunk-16-1.pdf
vignettes/knitr_figure_examples/graphics-sp_plot-1.pdf
vignettes/knitr_figure_examples/graphics-unnamed-chunk-35-1.pdf
vignettes/knitr_figure_examples/graphics-unnamed-chunk-10-1.pdf
vignettes/knitr_figure_examples/graphics-unnamed-chunk-39-1.pdf
vignettes/knitr_figure_examples/graphics-unnamed-chunk-26-1.pdf
vignettes/knitr_figure_examples/graphics-unnamed-chunk-20-1.pdf
vignettes/knitr_figure_examples/graphics-unnamed-chunk-44-1.pdf
vignettes/a_introduction.Rnw
vignettes/plfit.R
vignettes/v64i02.bib
vignettes/plfit_res.rds
vignettes/figure5.pdf
vignettes/c_comparing_distributions.Rnw
vignettes/figure2.pdf
vignettes/examples1.rds
vignettes/b_powerlaw_examples.Rnw
vignettes/jsslogo.jpg
vignettes/figure1.pdf
vignettes/figure3.pdf
vignettes/poweRlaw.bib
vignettes/blackouts.txt
MD5
build
build/vignette.rds
DESCRIPTION
man
man/dist_cdf-methods.Rd man/dist_ll-methods.Rd man/dist_data_cdf-methods.Rd man/get_KS_statistic-deprecated.Rd man/compare_distributions.Rd man/dist_rand-methods.Rd man/poweRlaw-package.Rd man/native_american.Rd man/get_n.Rd man/estimate_pars.Rd man/plot-distribution-ANY-method.Rd man/get_ntail.Rd man/dpldis.Rd man/dist_pdf-methods.Rd man/swiss_prot.Rd man/bootstrap_moby.Rd man/population.Rd man/estimate_xmin.Rd man/show-distribution-method.Rd man/displ.Rd man/moby.Rd man/plot.bs_xmin.Rd man/dplcon.Rd

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