Package: funtimes 10.0

funtimes: Functions for Time Series Analysis

Nonparametric estimators and tests for time series analysis. The functions use bootstrap techniques and robust nonparametric difference-based estimators to test for the presence of possibly non-monotonic trends and for synchronicity of trends in multiple time series.

Authors:Vyacheslav Lyubchich [aut, cre], Yulia R. Gel [aut], Alexander Brenning [ctb], Calvin Chu [ctb], Xin Huang [ctb], Umar Islambekov [ctb], Palina Niamkova [ctb], Dorcas Ofori-Boateng [ctb], Ethan D. Schaeffer [ctb], Srishti Vishwakarma [aut], Xingyu Wang [ctb]

funtimes_10.0.tar.gz
funtimes_10.0.zip(r-4.7)funtimes_10.0.zip(r-4.6)funtimes_10.0.zip(r-4.5)
funtimes_10.0.tgz(r-4.6-any)funtimes_10.0.tgz(r-4.5-any)
funtimes_10.0.tar.gz(r-4.7-any)funtimes_10.0.tar.gz(r-4.6-any)
funtimes_10.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
funtimes/json (API)

# Install 'funtimes' in R:
install.packages('funtimes', repos = c('https://vlyubchich.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vlyubchich/funtimes/issues

On CRAN:

Conda:

7.19 score 7 stars 124 scripts 476 downloads 1 mentions 23 exports 126 dependencies

Last updated from:a194226950. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING275
source / vignettesOK311
linux-release-x86_64WARNING229
macos-release-arm64WARNING134
macos-oldrel-arm64WARNING148
windows-develWARNING147
windows-releaseWARNING133
windows-oldrelWARNING163
wasm-releaseOK191

Exports:ARestAuePolyReg_testbealesBICCcausality_predcausality_predVARccf_bootCSlideClustercumsumCPA_testCWindowClusterDRGombayCPA_testHVKmcusum_testnotrend_testpurityr_critsync_clustersync_testtails_itails_qWAVKwavk_test

Dependencies:abindarmaskpassbackportsbase64encbootbslibcachemcheckmatecliclusterclusterGenerationcodacodetoolscolorspacecorpcorcpp11curldata.tabledbscandigestdplyrevaluatefarverfastDummiesfastmapfdrtoolfontawesomeforeachforeignFormulafsgenericsggplot2glassoglmnetglueGPArotationgraphicalVARgridExtragsubfngtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetshttrigraphisobanditeratorsjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclelme4lmtestmagrittrMASSMatrixmemoisemimeminqamlVARmnormtMplusAutomationmvtnormnlmenloptrnnetnumDerivopensslpanderpbapplypbivnormpillarpkgconfigplyrpngprotopsychqgraphquadprogR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasreshape2rlangrmarkdownrpartrstudioapiS7sandwichsassscalesshapestringistringrstrucchangesurvivalsystexregtibbletidyselecttinytexurcautf8varsvctrsviridisLitewithrxfunxtableyamlzoo

Clustering time series using funtimes package
Introduction | Loading libraries | Data | Plotting time series | Clustering time series based on trend synchronism | Clustering time series using a spatiotemporal approach | Citation | References
Rendered fromtsclusters.Rmdusingknitr::rmarkdown

Last update: 2022-04-05
Started: 2022-02-22

Beale's estimator and sample size calculation
Introduction | General case, when all discharge data are known | Common case, when some discharge data are missing | Sample size calculation | Notes | Citation | References
Rendered frombeales.Rmdusingknitr::rmarkdown

Last update: 2021-08-16
Started: 2020-11-24

Tests for trends in time series
Introduction | Testing for presence of a trend | Linear trend | Monotonic trend | Any trend | Testing a specific parametric form of trend | Citation | References
Rendered fromtrendtests.Rmdusingknitr::rmarkdown

Last update: 2021-08-16
Started: 2020-11-27