Package: ballast Title: Stress-Test a Pre-Specified Mixed Model for Repeated Measures Version: 0.6.1 Authors@R: c( person("Adam", "Sullivan", email = "asullivan@capricor.com", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0002-9429-3611")), person("Nathan", "Hogan", role = "ctb", comment = "validation of the SAS reference results"), person("Capricor Therapeutics", role = "fnd")) Description: Refits one pre-specified mixed model for repeated measures (MMRM) under families of data and analytic perturbations (covariance structure, degrees-of-freedom method and variance estimator, covariate set, analysis population, alternative analysis data sets, leave-one-out deletions, crossed specification grids, re-randomisation tests, delta-adjusted and reference-based multiple imputation, and alternative estimators) and judges every refit against the pre-specified estimate, confidence interval and p-value. Classifies the result as robust, sensitive or fragile, with a separate flag for marginal significance, and estimates by simulation the probability that a planned design gives a significant and robust result. Fitting uses 'mmrm' (Sabanes Bove et al., 2024, ) with 'SAS' 'PROC MIXED' conventions for the least-squares-mean contrast, Kenward-Roger adjustment and the corrected Akaike criterion. Reference-based multiple imputation follows Carpenter, Roger and Kenward (2013) and was checked against 'rbmi' (Gower-Page, Noci and Wolbers, 2022) . License: MIT + file LICENSE Encoding: UTF-8 Language: en-GB Depends: R (>= 4.1.0) Imports: mmrm (>= 0.3.0), stats, utils, parallel Suggests: ggplot2, emmeans, nlme, MASS, flextable, officer, plotly, htmlwidgets, htmltools, jsonlite, testthat (>= 3.0.0), knitr, rmarkdown Config/testthat/edition: 3 VignetteBuilder: knitr URL: https://github.com/Sullivanstatistics/ballast BugReports: https://github.com/Sullivanstatistics/ballast/issues Config/roxygen2/version: 8.0.0 NeedsCompilation: no Packaged: 2026-10-30 21:10:31 UTC; root Author: Adam Sullivan [aut, cre, cph] (ORCID: ), Nathan Hogan [ctb] (validation of the SAS reference results), Capricor Therapeutics [fnd] Maintainer: Adam Sullivan Repository: https://cran.r-universe.dev Date/Publication: 2026-10-30 19:32:47 UTC RemoteUrl: https://github.com/cran/ballast RemoteRef: HEAD RemoteSha: 44a60e9aa243e70c5fc1f03267b7f54d3eacb7a4