HistogramTools: Utility Functions for R Histograms

Provides a number of utility functions useful for manipulating large histograms. This includes methods to trim, subset, merge buckets, merge histograms, convert to CDF, and calculate information loss due to binning. It also provides a protocol buffer representations of the default R histogram class to allow histograms over large data sets to be computed and manipulated in a MapReduce environment.

AuthorMurray Stokely [aut, cre], Tim Hesterberg [ctb]
Date of publication2015-07-29 17:23:52
MaintainerMurray Stokely <murray@stokely.org>
LicenseApache License 2.0
Version0.3.2
https://r-forge.r-project.org/projects/histogramtools/

View on R-Forge

Functions

AddHistograms Man page
ApproxMean Man page
ApproxQuantile Man page
as.histogram Man page
as.histogram.default Man page
as.histogram.Message Man page
as.Message Man page
as.Message.histogram Man page
Count Man page
dtrace Man page
EMDCC Man page
histogram Man page
histogramtools Man page
histogramtools-package Man page
HistToASH Man page
HistToEcdf Man page
intersect.dist Man page
IntersectHistograms Man page
jeffrey.divergence Man page
kl.divergence Man page
KSDCC Man page
MergeBuckets Man page
minkowski.dist Man page
.NewHistogramName Man page
PlotEMDCC Man page
PlotKSDCC Man page
PlotLog2ByteEcdf Man page
PlotLogTimeDurationEcdf Man page
PlotRelativeFrequency Man page
PreBinnedHistogram Man page
ReadHistogramsFromDtraceOutputFile Man page
ScaleHistogram Man page
SubsetHistogram Man page
trimhistogram Man page
TrimHistogram Man page
trimsparse Man page

Files

HistogramTools/ChangeLog
HistogramTools/DESCRIPTION
HistogramTools/NAMESPACE
HistogramTools/R
HistogramTools/R/ash.R HistogramTools/R/bindist.R HistogramTools/R/dtrace.R HistogramTools/R/ecdf.R HistogramTools/R/histogram.R HistogramTools/R/informationloss.R HistogramTools/R/mergebuckets.R HistogramTools/R/plot.R HistogramTools/R/quantiles.R HistogramTools/R/subset.R HistogramTools/R/trimsparse.R
HistogramTools/build
HistogramTools/build/vignette.rds
HistogramTools/inst
HistogramTools/inst/NEWS.Rd
HistogramTools/inst/THANKS
HistogramTools/inst/doc
HistogramTools/inst/doc/HistogramTools-UnitTests.R
HistogramTools/inst/doc/HistogramTools-UnitTests.Rnw
HistogramTools/inst/doc/HistogramTools-UnitTests.pdf
HistogramTools/inst/doc/HistogramTools-quickref.R
HistogramTools/inst/doc/HistogramTools-quickref.Rnw
HistogramTools/inst/doc/HistogramTools-quickref.pdf
HistogramTools/inst/doc/HistogramTools.R
HistogramTools/inst/doc/HistogramTools.Rnw
HistogramTools/inst/doc/HistogramTools.pdf
HistogramTools/inst/proto
HistogramTools/inst/proto/histogram.proto
HistogramTools/inst/unitTests
HistogramTools/inst/unitTests/data
HistogramTools/inst/unitTests/data/NOTES
HistogramTools/inst/unitTests/data/buildkernel-readsize-dtrace.txt
HistogramTools/inst/unitTests/runit.dtrace.R
HistogramTools/inst/unitTests/runit.ecdf.R
HistogramTools/inst/unitTests/runit.histogram.R
HistogramTools/inst/unitTests/runit.informationloss.R
HistogramTools/inst/unitTests/runit.quantiles.R
HistogramTools/inst/unitTests/runit.subset.R
HistogramTools/inst/unitTests/runit.trimsparse.R
HistogramTools/man
HistogramTools/man/ash.Rd HistogramTools/man/bindist.Rd HistogramTools/man/binning.Rd HistogramTools/man/dtrace.Rd HistogramTools/man/ecdfofhist.Rd HistogramTools/man/histogram-message.Rd HistogramTools/man/histogram-package.Rd HistogramTools/man/informationloss.Rd HistogramTools/man/intersect.Rd HistogramTools/man/merge.Rd HistogramTools/man/mergebuckets.Rd HistogramTools/man/message-histogram.Rd HistogramTools/man/plot.Rd HistogramTools/man/plothist.Rd HistogramTools/man/quantiles.Rd HistogramTools/man/scale.Rd HistogramTools/man/subset.Rd HistogramTools/man/trimsparse.Rd
HistogramTools/tests
HistogramTools/tests/runtests.R
HistogramTools/vignettes
HistogramTools/vignettes/HistogramTools-UnitTests.Rnw
HistogramTools/vignettes/HistogramTools-quickref.Rnw
HistogramTools/vignettes/HistogramTools.Rnw
HistogramTools/vignettes/histogram-mapreduce-diag1.pdf
HistogramTools/vignettes/make.sh
HistogramTools/vignettes/refs.bib

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.