openpharma/rbmi

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Reference based multiple imputation R package

Stars: 21
Forks: 12
Open beginner issues: 0
Indexed issues: 38

Dominant language: R
License: No license data
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

38 open issues indexed

Interaction effects in ancova Open

To be evaluated

Difficulty 5/5 Over a week Newbie friendliness 35/100

openpharma/rbmi#595 · Opened Sep 18, 2026
Update to roxygen2 8.1.0 to optimize package load time Open

enhancement

openpharma/rbmi#592 · 1 comment · 1 assignee · Opened Aug 5, 2026
Centralize references in the rbmi documentation Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 68/100

openpharma/rbmi#591 · 3 reactions · Opened Aug 5, 2026
Feature request: Add `analyse_mi_data()`. Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 42/100

openpharma/rbmi#589 · 3 comments · Opened Jul 27, 2026
vignette ‘FAQ’ not found Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 64/100

openpharma/rbmi#588 · Opened Jul 23, 2026
Add option to use original Rubin (1987) degrees-of-freedom pooling Open

enhancement

openpharma/rbmi#587 · 8 comments · 1 reaction · 1 assignee · Opened Jul 21, 2026
Causal Bayesian version of rbmi that exploits post-ICE data Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

openpharma/rbmi#563 · 6 comments · Opened Jun 8, 2026
Design doc for extending `rbmi` to other endpoints (count, binary, survival) Open

enhancement

openpharma/rbmi#559 · 4 comments · 3 reactions · 1 assignee · Opened May 4, 2026
Further details on formulas implemented in `simulated_data()` Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 48/100

openpharma/rbmi#522 · Opened Sep 15, 2025
Review of `parametric_ci()` Open

bug

Difficulty 5/5 Over a week Newbie friendliness 25/100

openpharma/rbmi#512 · Opened Jul 11, 2025
Better support for imputed dataframe export Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

openpharma/rbmi#511 · 1 comment · 1 reaction · Opened Jul 11, 2025
Functionality for imputation of single post-baseline Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 38/100

openpharma/rbmi#510 · 4 comments · Opened Jul 2, 2025
Improve tools for creating complete dataset Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

openpharma/rbmi#509 · 1 reaction · Opened Jun 26, 2025
Make error handling more user friendly Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

openpharma/rbmi#500 · Opened Jun 10, 2025
Update analyse() to support data.frame input Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

openpharma/rbmi#494 · 8 comments · Opened Apr 16, 2025
Extension using post intercurrent event data to impute missing data for binary endpoints Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

openpharma/rbmi#492 · 3 comments · Opened Apr 3, 2025
Move thinning to occur after fitting the Stan model Open

enhancement good first issue

Difficulty 3/5 1-2 days Newbie friendliness 45/100

openpharma/rbmi#491 · Opened Mar 11, 2025
Clear up parallel processes if processing fails Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 30/100

openpharma/rbmi#488 · Opened Feb 24, 2025
Full test reproducibility appears to be failing on internal tests Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

openpharma/rbmi#482 · 10 comments · Opened Feb 13, 2025
Support for clustered bootstrap and jackknife - Currently preparing a PR Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

openpharma/rbmi#471 · 2 comments · Opened Jan 10, 2025
Export `as_analysis()` Open

enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

openpharma/rbmi#462 · Opened Dec 9, 2024
Update vignette CICD pipeline to test that the vignette is up-to-date Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 35/100

openpharma/rbmi#396 · Opened Sep 21, 2023
Update Github actions workflows to use standard IDR pipelines Open

enhancement

openpharma/rbmi#395 · 1 comment · 1 assignee · Opened Sep 19, 2023
Windows testing hangs Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

openpharma/rbmi#394 · 4 comments · Opened Sep 19, 2023
Return original subjects IDs in the imputed datasets Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

openpharma/rbmi#382 · 5 comments · Opened Nov 14, 2022
Supplementing error message Open

enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

openpharma/rbmi#371 · 3 comments · Opened Sep 27, 2022
Explore adding multivariable `analyse_pars()` and `pool_pars()` functions Open

To be evaluated

openpharma/rbmi#330 · 1 comment · 2 assignees · Opened Mar 10, 2022
GitHub Actions should print Notes to CMD log Open

enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

openpharma/rbmi#329 · Opened Mar 3, 2022
Parallelisation test fails in github actions Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

openpharma/rbmi#312 · Opened Feb 28, 2022
Default values for impute's references Open

To be evaluated

Difficulty 5/5 Over a week Newbie friendliness 35/100

openpharma/rbmi#286 · 5 comments · Opened Feb 6, 2022
Enable multiplicative delta in tipping point analysis Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

openpharma/rbmi#278 · 5 comments · 1 reaction · Opened Jan 18, 2022
Return frequentist MMRM model object Open

enhancement priority

Difficulty 5/5 Over a week Newbie friendliness 20/100

openpharma/rbmi#274 · 9 comments · Opened Jan 10, 2022
Provide variable in pool dataframe showing which visit the row belongs to Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 35/100

openpharma/rbmi#255 · 8 comments · Opened Nov 12, 2021
Include code-coverage into cicd runs (especially master) Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 25/100

openpharma/rbmi#250 · Opened Nov 10, 2021
Subgroup analysis Open

To be evaluated

Difficulty 4/5 3-5 days Newbie friendliness 25/100

openpharma/rbmi#239 · 4 comments · Opened Oct 25, 2021
Look into including the lifecyle package Open

enhancement To be evaluated

Difficulty 5/5 Over a week Newbie friendliness 25/100

openpharma/rbmi#188 · Opened Sep 23, 2021
Convert examples to using real objects so they can actually be run. Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

openpharma/rbmi#187 · 1 comment · Opened Sep 23, 2021
Clean up documents and classes Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 30/100

openpharma/rbmi#171 · Opened Sep 21, 2021

openpharma/rbmi

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