Package: ProteoBayes 1.0.0

ProteoBayes: Bayesian Statistical Tools for Quantitative Proteomics
Bayesian toolbox for quantitative proteomics. In particular, this package provides functions to generate synthetic datasets, execute Bayesian differential analysis methods and display results, as described in the associated article Marie Chion and Arthur Leroy (2025) <arxiv:2307.08975>.
Authors:
ProteoBayes_1.0.0.tar.gz
ProteoBayes_1.0.0.zip(r-4.7)ProteoBayes_1.0.0.zip(r-4.6)ProteoBayes_1.0.0.zip(r-4.5)
ProteoBayes_1.0.0.tgz(r-4.6-any)ProteoBayes_1.0.0.tgz(r-4.5-any)
ProteoBayes_1.0.0.tar.gz(r-4.7-any)ProteoBayes_1.0.0.tar.gz(r-4.6-any)
ProteoBayes_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ProteoBayes/json (API)
NEWS
| # Install 'ProteoBayes' in R: |
| install.packages('ProteoBayes', repos = c('https://mariechion.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mariechion/proteobayes/issues
Pkgdown/docs site:https://mariechion.github.io
Last updated from:d7a72f71de. Checks:7 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | WARNING | 172 | ||
| source / vignettes | OK | 163 | ||
| linux-release-x86_64 | WARNING | 131 | ||
| macos-release-arm64 | WARNING | 84 | ||
| macos-oldrel-arm64 | WARNING | 98 | ||
| windows-devel | WARNING | 273 | ||
| windows-release | WARNING | 278 | ||
| windows-oldrel | WARNING | 292 | ||
| wasm-release | OK | 121 |
Exports:%>%identify_diffmulti_CImulti_identify_diffmulti_overlap_coefmulti_posterior_meanoverlap_coefplot_distribplot_multi_diffposterior_meansample_distribsimu_db
Dependencies:clicpp11dplyrextraDistrfarvergenericsggplot2gluegridExtragtableisobandlabelingLaplacesDemonlifecyclemagrittrmvtnormpillarpkgconfigpurrrR6RColorBrewerRcppRcppArmadillorlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Identify posterior mean differences | identify_diff |
| Multidimensional Credible Interval | multi_CI |
| Identify differences in multivariate posteriors | multi_identify_diff |
| Overlapping coefficient between multivariate t-distributions | multi_overlap_coef |
| Multivariate posterior distribution of the means | multi_posterior_mean |
| Overlapping coefficient between univariate t-distributions | overlap_coef |
| Plot the posterior distribution of the difference of means | plot_distrib |
| Plot multivariate comparison between groups | plot_multi_diff |
| Posterior distribution of the means | posterior_mean |
| Sample from a t-distribution | sample_distrib |
| Generate a synthetic dataset tailored for ProteoBayes | simu_db |
| Vectorised version of multi_posterior_mean() | vectorised_multi |
