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.

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

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.