Package: Counternull 0.2.12
Counternull: Randomization-Based Inference
Randomization-Based Inference for customized experiments. Computes Fisher-Exact P-Values alongside null randomization distributions. Retrieves counternull sets and generates counternull distributions. Computes Fisher Intervals and Fisher-Adjusted P-Values. Package includes visualization of randomization distributions and Fisher Intervals. Users can input custom test statistics and their own methods for randomization. Rosenthal and Rubin (1994) <doi:10.1111/j.1467-9280.1994.tb00281.x>.
Authors:
Counternull_0.2.12.tar.gz
Counternull_0.2.12.zip(r-4.5)Counternull_0.2.12.zip(r-4.4)Counternull_0.2.12.zip(r-4.3)
Counternull_0.2.12.tgz(r-4.4-any)Counternull_0.2.12.tgz(r-4.3-any)
Counternull_0.2.12.tar.gz(r-4.5-noble)Counternull_0.2.12.tar.gz(r-4.4-noble)
Counternull_0.2.12.tgz(r-4.4-emscripten)Counternull_0.2.12.tgz(r-4.3-emscripten)
Counternull.pdf |Counternull.html✨
Counternull/json (API)
NEWS
| # Install 'Counternull' in R: |
| install.packages('Counternull', repos = c('https://ymabene.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ymabene/counternull/issues
- sample_data - Sample Data
- sample_matrix - Sample Randomization Matrix
Last updated 9 months agofrom:519830b185. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 21 2024 |
| R-4.5-win | OK | Nov 21 2024 |
| R-4.5-linux | OK | Nov 21 2024 |
| R-4.4-win | OK | Nov 21 2024 |
| R-4.4-mac | OK | Nov 21 2024 |
| R-4.3-win | OK | Nov 21 2024 |
| R-4.3-mac | OK | Nov 21 2024 |
Exports:adjust_pvaluescreate_fisher_intervalcreate_null_randcreate_randomization_matrixfind_counternull_valuesfind_test_stat
Dependencies:clicolorspacecpp11dplyreffsizefansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6randomizrRColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compute Fisher-Adjusted P-Values for Multiple Testing | adjust_pvalues |
| Compute Fisher Interval | create_fisher_interval |
| Create Null Randomization Distribution | create_null_rand |
| Create Randomization Matrix | create_randomization_matrix |
| Find Counternull Values | find_counternull_values |
| Calculate Observed Test Statistic | find_test_stat |
| Sample Data | sample_data |
| Sample Randomization Matrix | sample_matrix |
