https://microbes-potential.r-universe.devRecent package updates in microbes-potentialR-universehttps://github.com/microbes-potential.pnghttps://microbes-potential.r-universe.devFri, 21 Aug 2026 15:19:51 GMTjhwanj9@gmail.com (Adeel Farooq)A research-oriented statistical framework for comparing standardized biological effects across matched omics layers. It estimates layer-specific standardized effects, accounts for cross-omic dependence using matched-subject bootstrap correlations, tests multivariate omnibus evidence, synthesizes consensus effects with generalized least squares, quantifies cross-omic heterogeneity, performs practical-equivalence testing, fits covariance-aware ordered GLS effect trajectories, classifies hierarchical cross-layer effect patterns with separate confirmatory and suggestive states, supports analytic and subject-bootstrap confidence intervals for layer and consensus effects, supports empirical matched-subject permutation and centered-bootstrap calibration of omnibus and heterogeneity tests for non-Gaussian settings, and creates evidence-forest and effect-braid visualizations. The package is designed for analysis-ready bulk multi-omics data or externally estimated summary statistics. It does not perform raw sequencing or mass-spectrometry preprocessing.https://github.com/r-universe/microbes-potential/actions/runs/38532327092Fri, 21 Aug 2026 15:19:51 GMTOmicsBraid0.2.2successhttps://microbes-potential.r-universe.devhttps://github.com/microbes-potential/omicsbraidgetting-started.Rmdgetting-started.htmlGetting started with OmicsBraid2026-08-20 19:45:572026-08-20 19:45:57braid-classification.Rmdbraid-classification.htmlBraid classification2026-08-20 19:45:572026-08-20 19:45:57complete-workflow.Rmdcomplete-workflow.htmlComplete publication workflow2026-08-20 19:45:572026-08-20 19:45:57robust-inference.Rmdrobust-inference.htmlRobust inference2026-08-20 19:45:572026-08-20 19:45:57statistical-framework.Rmdstatistical-framework.htmlStatistical framework2026-08-20 19:45:572026-08-20 19:45:57OmicsBraid-introduction.RmdOmicsBraid-introduction.htmlOmicsBraid: Cross-Omics Effect Inference2026-08-20 19:45:572026-08-20 19:45:57