Package: Dimodal 1.0.4

Greg Kreider

Dimodal: Spacing Tests for Multi-Modality

Tests for modality of data using its spacing. The main approach evaluates features (peaks, flats) using a combination of parametric models and non-parametric tests, either after smoothing the spacing by a low-pass filter or by looking over larger intervals.

Authors:Greg Kreider [aut, cre], Melissa O'Neill [cph], Primordial Machine Vision Systems, Inc. [cph]

Dimodal_1.0.4.tar.gz
Dimodal_1.0.4.tar.gz(r-4.7-arm64)Dimodal_1.0.4.tar.gz(r-4.7-x86_64)Dimodal_1.0.4.tar.gz(r-4.6-arm64)Dimodal_1.0.4.tar.gz(r-4.6-x86_64)
Dimodal_1.0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
Dimodal/json (API)

# Install 'Dimodal' in R:
install.packages('Dimodal', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • kirkwood - Asteroid Orbital Axis Showing Kirkwood Gaps

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.48 score 414 downloads 20 exports 1 dependencies

Last updated from:d1bde7d590. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK158
linux-devel-x86_64OK121
source / vignettesOK147
linux-release-arm64OK160
linux-release-x86_64OK151
wasm-releaseOK98

Exports:center.diwDiexcurht.testDiflat.critvalDiflat.testDimodalDinrun.testDioptDiopt.localDipeak.critvalDipeak.testDipermht.testDirunlen.testDitrackmark.Diflatmark.Dipeakmatch.featuresmidquantileruns.as.rleselect.peaksshiftID.place

Dependencies:statmod

Readme and manuals

Help Manual

Help pageTopics
Detection of Multi-Modal Data Using SpacingDimodal-package
Class methods for Didata ObjectsDidata print.Didata summary.Didata
Class methods for Diflat ObjectsDiflat mark.Diflat print.Diflat summary.Diflat
Detect modality in the spacing of data.Dimodal plot.Dimodal print.Dimodal summary.Dimodal
Feature significance test using permutation or bootstrap (excursion) sampling.Diexcurht.test Dipermht.test
Significance models of features in the low-pass spacing.Diflat.critval Diflat.test Dipeak.critval Dipeak.test
Tests of runs within subsets of dataDinrun.test Dirunlen.test
Dimodal Utility Functionscenter.diw match.features midquantile runs.as.rle select.peaks shiftID.place
Options for Dimodal packageDiopt Diopt.local
Class methods for Dipeak ObjectsDipeak mark.Dipeak print.Dipeak summary.Dipeak
Class Methods for Ditest ObjectsDitest print.Ditest summary.Ditest
Class methods for Ditrack ObjectsDitrack plot.Ditrack print.Ditrack summary.Ditrack
Local flat detector.find.flats
Detector for intervals without significant slopefind.level.sections
Local minima and maxima detector.find.peaks
Fuzzy run detectorfind.runs
Asteroid Orbital Axis Showing Kirkwood Gapskirkwood