Package: POSSA 0.6.4
Gáspár Lukács
POSSA: Power Simulation for Sequential Analyses and Multiple Hypotheses
Calculates, via simulation, power and appropriate stopping alpha boundaries (and/or futility bounds) for sequential analyses (i.e., group sequential design) as well as for multiple hypotheses (multiple tests included in an analysis), given any specified global error rate. This enables the sequential use of practically any significance test, as long as the underlying data can be simulated in advance to a reasonable approximation. Lukács (2022) <doi:10.21105/joss.04643>.
Authors:
POSSA_0.6.4.tar.gz
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POSSA_0.6.4.tgz(r-4.4-any)POSSA_0.6.4.tgz(r-4.3-any)
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POSSA.pdf |POSSA.html✨
POSSA/json (API)
| # Install 'POSSA' in R: |
| install.packages('POSSA', repos = c('https://gasparl.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/gasparl/possa/issues
multiple-testingr-pkgsequential-analysessequential-designstatistical-analysis
Last updated 2 years agofrom:db5758831c. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 20 2024 |
| R-4.5-win | NOTE | Nov 20 2024 |
| R-4.5-linux | NOTE | Nov 20 2024 |
| R-4.4-win | NOTE | Nov 20 2024 |
| R-4.4-mac | NOTE | Nov 20 2024 |
| R-4.3-win | NOTE | Nov 20 2024 |
| R-4.3-mac | NOTE | Nov 20 2024 |
Dependencies:data.table
Introduction to POSSA. Sequential tests for two means (t-tests).
Rendered fromv_1_intro.Rmdusingknitr::rmarkdownon Nov 20 2024.Last update: 2023-03-07
Started: 2022-07-20
Recording descriptives. Varying factors. Testing multiple hypotheses.
Rendered fromv_2_multiple_hypotheses.Rmdusingknitr::rmarkdownon Nov 20 2024.Last update: 2023-03-07
Started: 2022-07-20
Practical examples (unequal variances; ranked data; ANOVA; DeLong's test)
Rendered fromv_3_examples.Rmdusingknitr::rmarkdownon Nov 20 2024.Last update: 2023-03-07
Started: 2022-07-20
Benchmarking POSSA.
Rendered fromv_4_benchmarking.Rmdusingknitr::rmarkdownon Nov 20 2024.Last update: 2023-03-07
Started: 2022-07-20
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract p-value from tests | get_p get_p.aov get_p.aovlist |
| Power calculation | pow |
| Print pow results data frame | print.possa_pow_df |
| Print pow results | print.possa_pow_list |
| Print sim results | print.possa_sim_df |
| Simulation procedure | sim |
