Package: funStatTest 1.0.3
funStatTest: Statistical Testing for Functional Data
Implementation of two sample comparison procedures based on median-based statistical tests for functional data, introduced in Smida et al (2022) <doi:10.1080/10485252.2022.2064997>. Other competitive state-of-the-art approaches proposed by Chakraborty and Chaudhuri (2015) <doi:10.1093/biomet/asu072>, Horvath et al (2013) <doi:10.1111/j.1467-9868.2012.01032.x> or Cuevas et al (2004) <doi:10.1016/j.csda.2003.10.021> are also included in the package, as well as procedures to run test result comparisons and power analysis using simulations.
Authors:
funStatTest_1.0.3.tar.gz
funStatTest_1.0.3.zip(r-4.7)funStatTest_1.0.3.zip(r-4.6)funStatTest_1.0.3.zip(r-4.5)
funStatTest_1.0.3.tgz(r-4.6-any)funStatTest_1.0.3.tgz(r-4.5-any)
funStatTest_1.0.3.tar.gz(r-4.7-any)funStatTest_1.0.3.tar.gz(r-4.6-any)
funStatTest_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
funStatTest/json (API)
| # Install 'funStatTest' in R: |
| install.packages('funStatTest', repos = c('https://gdurif.r-universe.dev', 'https://cloud.r-project.org')) |
Pkgdown/docs site:https://gdurif.pages.math.cnrs.fr
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:3998fd2ea0. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 194 | ||
| source / vignettes | OK | 204 | ||
| linux-release-x86_64 | OK | 174 | ||
| macos-release-arm64 | OK | 214 | ||
| macos-oldrel-arm64 | OK | 200 | ||
| windows-devel | OK | 125 | ||
| windows-release | OK | 145 | ||
| windows-oldrel | OK | 136 | ||
| wasm-release | OK | 118 |
Exports:%>%comp_statfunStatTest_authorspermut_pvalplot_simupower_expsimul_datasimul_trajstat_cffstat_hkrstat_medstat_mostat_wmw
Dependencies:backportscheckmateclicpp11distrdplyrfarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixpbapplypillarpkgconfigpurrrR6RColorBrewerrlangS7scalessfsmiscstartupmsgstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compute multiple statistics | comp_stat |
| Permutation-based computation of p-values | permut_pval |
| Graphical representation of simulated data | plot_simu |
| Simulation-based experiment for power analysis | power_exp |
| Simulation of trajectories from two samples diverging by a delta function | simul_data |
| Single trajectory simulation | simul_traj |
| Cuevas-Febrero-Fraiman statistic | stat_cff |
| Horváth-Kokoszka-Reeder statistics | stat_hkr |
| MED median statistic | stat_med |
| MO median statistic | stat_mo |
| Wilcoxon-Mann-Whitney (WMW) statistic | stat_wmw |
