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c3dr vs DoseFinding

A side-by-side editorial comparison of c3dr and DoseFinding — release velocity, themes, recent moves, and the top alternatives to consider.

c3dr vs DoseFinding: at a glance

Featurec3drDoseFinding
SectorAnalyticsAnalytics
Velocity score0.00.0
Sparks · 30d00
Top themesbiomechanics, motion-capture, ropensci, r-packagedose-response, mcp-mod, clinical-trials, model-averaging
Last editorial update5h ago1h ago
WebsiteVisit →Visit →

What is c3dr?

A biomechanics C3D reader graduated through rOpenSci review to CRAN, then learned to write force plates.

c3dr reads and writes C3D motion-capture files in R, wrapping the EZC3D library. It cleared rOpenSci peer review and moved into the rOpenSci organisation in April 2025, reached CRAN a month later, and shipped force-platform export in c3d_write() in August. Releases are close together and each one has a clear single purpose.

Read the full c3dr trajectory →

What is DoseFinding?

New stewardship at openpharma, then two releases adding the methods MCP-Mod was missing

DoseFinding implements MCP-Mod and related dose-response methodology for clinical trial design and analysis. In 2024 it changed hands — Marius Thomas took over as maintainer, Novartis was recorded as copyright holder and funder, and the package moved to the openpharma GitHub organisation with roxygen documentation and a proper NEWS file. The two releases since have added substantive methodology: model averaging for dose-response fitting in 1.3-1, and conditional and predictive power for interim analyses in 1.4-1.

Read the full DoseFinding trajectory →

c3dr vs DoseFinding: editorial side-by-side

C
c3dr
ANALYTICS
0.0

A biomechanics C3D reader graduated through rOpenSci review to CRAN, then learned to write force plates.

◆ Current state

c3dr reads and writes C3D motion-capture files in R, wrapping the EZC3D library. It cleared rOpenSci peer review and moved into the rOpenSci organisation in April 2025, reached CRAN a month later, and shipped force-platform export in c3d_write() in August. Releases are close together and each one has a clear single purpose.

◆ Where it's heading

The package is filling in the write side of the read/write pair. Reading was in place from the start; 0.2.0 extends c3d_write() to force-platform data on a direct user request, and the accompanying work preserves matrix structure on import and tracks upstream EZC3D changes. The review-era releases hardened validation and error messages, so the current cycle can be spent on capability rather than polish.

◆ Prediction

Expect further coverage of C3D block types in the writer and continued tracking of EZC3D releases; the changelog gives no signal of analysis features beyond file I/O.

D
DoseFinding
ANALYTICS
0.0

New stewardship at openpharma, then two releases adding the methods MCP-Mod was missing

◆ Current state

DoseFinding implements MCP-Mod and related dose-response methodology for clinical trial design and analysis. In 2024 it changed hands — Marius Thomas took over as maintainer, Novartis was recorded as copyright holder and funder, and the package moved to the openpharma GitHub organisation with roxygen documentation and a proper NEWS file. The two releases since have added substantive methodology: model averaging for dose-response fitting in 1.3-1, and conditional and predictive power for interim analyses in 1.4-1.

◆ Where it's heading

The pattern before the handover was maintenance — R-devel compliance, a bug fix, a link. After it, each release carries a named methodological addition with an acknowledged contributor, plus documentation to match: a longitudinal analysis vignette shipped alongside the interim power work. Housekeeping continues underneath, mostly clearing deprecated ggplot2 interfaces, aes_string in one release and qplot in the next.

◆ Prediction

Given the last two releases each added one method with a supporting vignette, expect the next to follow the same shape. Both additions so far extend the package beyond fixed dose-response fitting, so adaptive and interim methodology is the more likely direction.

Alternatives to c3dr and DoseFinding

Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either c3dr or DoseFinding.

See all c3dr alternatives → · See all DoseFinding alternatives →

Recent activity from c3dr and DoseFinding

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 11mo agoc3drc3d_write() gains force platform export
  2. 1y agoDoseFindingConditional and predictive power for interim analyses
  3. 1y agoc3drgcc 15 compilation fix
  4. 1y agoc3drFirst CRAN release
  5. 1y agoc3drrOpenSci review lands; repo moves to rOpenSci
  6. 1y agoDoseFindingModel averaging arrives for dose-response fitting
  7. 1y agoDoseFindingPackage moves to openpharma under new maintainership
  8. 2y agoDoseFindingCompliance update for R-devel
  9. 3y agoDoseFindingpowMCTBinCount bug fix

Frequently asked questions

What is the difference between c3dr and DoseFinding?

They serve adjacent needs but don't currently overlap on shipped themes. c3dr and DoseFinding are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is c3dr better than DoseFinding?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. c3dr and DoseFinding are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.

What are the best alternatives to c3dr?

Top c3dr alternatives in Analytics are ranked by recent ship velocity. Browse the "c3dr alternatives" section above for the current picks, or visit /alternatives/c3dr for the full list with editorial commentary on each.

What are the best alternatives to DoseFinding?

Top DoseFinding alternatives in Analytics are ranked by recent ship velocity. Browse the "DoseFinding alternatives" section above for the current picks, or visit /alternatives/dosefinding for the full list with editorial commentary on each.