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-4.5)funStatTest_1.0.3.zip(r-4.4)funStatTest_1.0.3.zip(r-4.3)
funStatTest_1.0.3.tgz(r-4.4-any)funStatTest_1.0.3.tgz(r-4.3-any)
funStatTest_1.0.3.tar.gz(r-4.5-noble)funStatTest_1.0.3.tar.gz(r-4.4-noble)
funStatTest_1.0.3.tgz(r-4.4-emscripten)funStatTest_1.0.3.tgz(r-4.3-emscripten)
funStatTest.pdf |funStatTest.html✨
funStatTest/json (API)
# Install 'funStatTest' in R: |
install.packages('funStatTest', repos = c('https://gdurif.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 months agofrom:3998fd2ea0. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 20 2024 |
R-4.5-win | OK | Nov 20 2024 |
R-4.5-linux | OK | Nov 20 2024 |
R-4.4-win | OK | Nov 20 2024 |
R-4.4-mac | OK | Nov 20 2024 |
R-4.3-win | OK | Nov 20 2024 |
R-4.3-mac | OK | Nov 20 2024 |
Exports:%>%comp_statfunStatTest_authorspermut_pvalplot_simupower_expsimul_datasimul_trajstat_cffstat_hkrstat_medstat_mostat_wmw
Dependencies:backportscheckmateclicolorspacecpp11distrdplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepbapplypillarpkgconfigpurrrR6RColorBrewerrlangscalessfsmiscstartupmsgstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
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 |