openpharma/rbmi

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Reference based multiple imputation R package

Is openpharma/rbmi beginner-friendly?

The maintainers of openpharma/rbmi usually reply to a pull request within 1 day. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.

Stars
21
Forks
13
Open beginner issues
0
Indexed issues
40
Avg merge
13h 22m
Merged PRs (30d)
7
Dominant language
R
License
No license data
Last GitHub push
Oct 27, 2026
Latest indexed
Sep 19, 2026
Contributing guide
No code of conduct
Beginner labels
good first issue

How to contribute to openpharma/rbmi

  1. Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
  2. Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.
Beginner friendly Everything
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Issues somebody may already be working on are listed last. List everything by date

  • Release rbmi 1.7.1
    Open
    • Is something wrong?

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

    openpharma/rbmi#606 ·

    Maintainers usually reply within 1 day

  • Interaction effects in ancova
    Open
    • Is something wrong?
    To be evaluated

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

    openpharma/rbmi#595 · 1 comment ·

    Maintainers usually reply within 1 day

  • Centralize references in the rbmi documentation
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#591 · 3 reactions ·

    Maintainers usually reply within 1 day

  • Causal Bayesian version of rbmi that exploits post-ICE data
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#563 · 6 comments ·

    Maintainers usually reply within 1 day

  • Further details on formulas implemented in `simulated_data()`
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#522 ·

    Maintainers usually reply within 1 day

  • Better support for imputed dataframe export
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#511 · 1 comment · 1 reaction ·

    Maintainers usually reply within 1 day

  • Functionality for imputation of single post-baseline
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#510 · 4 comments ·

    Maintainers usually reply within 1 day

  • Improve tools for creating complete dataset
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#509 · 1 reaction ·

    Maintainers usually reply within 1 day

  • Make error handling more user friendly
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#500 ·

    Maintainers usually reply within 1 day

  • Update analyse() to support data.frame input
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#494 · 9 comments ·

    Maintainers usually reply within 1 day

  • Extension using post intercurrent event data to impute missing data for binary endpoints
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#492 · 3 comments ·

    Maintainers usually reply within 1 day

  • Clear up parallel processes if processing fails
    Open
    • Is something wrong?
    bug

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

    openpharma/rbmi#488 ·

    Maintainers usually reply within 1 day

  • Support for clustered bootstrap and jackknife - Currently preparing a PR
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#471 · 2 comments ·

    Maintainers usually reply within 1 day

  • Export `as_analysis()`
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#462 ·

    Maintainers usually reply within 1 day

  • Update vignette CICD pipeline to test that the vignette is up-to-date
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#396 ·

    Maintainers usually reply within 1 day

  • Update Github actions workflows to use standard IDR pipelines
    May be free again Open
    • Is something wrong?
    enhancement

    openpharma/rbmi#395 · 1 comment · 1 assignee ·

    Maintainers usually reply within 1 day

  • Windows testing hangs
    Open
    • Is something wrong?
    bug

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

    openpharma/rbmi#394 · 4 comments ·

    Maintainers usually reply within 1 day

  • Return original subjects IDs in the imputed datasets
    Open
    • Is something wrong?
    bug

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

    openpharma/rbmi#382 · 5 comments ·

    Maintainers usually reply within 1 day

  • Supplementing error message
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#371 · 3 comments ·

    Maintainers usually reply within 1 day

  • Explore adding multivariable `analyse_pars()` and `pool_pars()` functions
    May be free again Open
    • Is something wrong?
    To be evaluated

    openpharma/rbmi#330 · 1 comment · 2 assignees ·

    Maintainers usually reply within 1 day

  • GitHub Actions should print Notes to CMD log
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#329 ·

    Maintainers usually reply within 1 day

  • Parallelisation test fails in github actions
    Open
    • Is something wrong?
    bug

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

    openpharma/rbmi#312 ·

    Maintainers usually reply within 1 day

  • Default values for impute's references
    Open
    • Is something wrong?
    To be evaluated

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

    openpharma/rbmi#286 · 5 comments ·

    Maintainers usually reply within 1 day

  • Enable multiplicative delta in tipping point analysis
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#278 · 5 comments · 1 reaction ·

    Maintainers usually reply within 1 day

  • Return frequentist MMRM model object
    Open
    • Is something wrong?
    enhancement priority

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

    openpharma/rbmi#274 · 9 comments ·

    Maintainers usually reply within 1 day

  • Include code-coverage into cicd runs (especially master)
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#250 ·

    Maintainers usually reply within 1 day

  • Subgroup analysis
    Open
    • Is something wrong?
    To be evaluated

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

    openpharma/rbmi#239 · 4 comments ·

    Maintainers usually reply within 1 day

  • Look into including the lifecyle package
    Open
    • Is something wrong?
    enhancement To be evaluated

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

    openpharma/rbmi#188 ·

    Maintainers usually reply within 1 day

  • Clean up documents and classes
    Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#171 · 1 comment ·

    Maintainers usually reply within 1 day

  • Feature request: Add `analyse_mi_data()`.
    Possibly taken Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#589 · 8 comments · 1 assignee ·

    Maintainers usually reply within 1 day

  • Review of `parametric_ci()`
    Possibly taken Open
    • Is something wrong?
    bug

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

    openpharma/rbmi#512 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Move thinning to occur after fitting the Stan model
    Possibly taken Open
    • Is something wrong?
    enhancement good first issue

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

    openpharma/rbmi#491 ·

    Maintainers usually reply within 1 day

  • Full test reproducibility appears to be failing on internal tests
    Possibly taken Open
    • Is something wrong?
    bug

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

    openpharma/rbmi#482 · 10 comments ·

    Maintainers usually reply within 1 day

  • Provide variable in pool dataframe showing which visit the row belongs to
    Possibly taken Open
    • Is something wrong?
    enhancement

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

    openpharma/rbmi#255 · 8 comments ·

    Maintainers usually reply within 1 day

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