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:Gáspár Lukács [aut, cre]

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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

On CRAN:

Conda:

multiple-testingr-pkgsequential-analysessequential-designstatistical-analysis

4.30 score 1 stars 3 scripts 220 downloads 3 exports 1 dependencies

Last updated 2 years agofrom:db5758831c. Checks:6 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 20 2025
R-4.5-winNOTEMar 20 2025
R-4.5-macNOTEMar 20 2025
R-4.5-linuxNOTEMar 20 2025
R-4.4-winOKMar 20 2025
R-4.4-macOKMar 20 2025
R-4.4-linuxOKMar 20 2025
R-4.3-winOKMar 20 2025
R-4.3-macOKMar 20 2025

Exports:get_ppowsim

Dependencies:data.table

Introduction to POSSA. Sequential tests for two means (t-tests).

Rendered fromv_1_intro.Rmdusingknitr::rmarkdownon Mar 20 2025.

Last update: 2023-03-07
Started: 2022-07-20

Recording descriptives. Varying factors. Testing multiple hypotheses.

Rendered fromv_2_multiple_hypotheses.Rmdusingknitr::rmarkdownon Mar 20 2025.

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 Mar 20 2025.

Last update: 2023-03-07
Started: 2022-07-20

Benchmarking POSSA.

Rendered fromv_4_benchmarking.Rmdusingknitr::rmarkdownon Mar 20 2025.

Last update: 2023-03-07
Started: 2022-07-20

Readme and manuals

Help Manual

Help pageTopics
Extract p-value from testsget_p get_p.aov get_p.aovlist
Power calculationpow
Print pow results data frameprint.possa_pow_df
Print pow resultsprint.possa_pow_list
Print sim resultsprint.possa_sim_df
Simulation proceduresim