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Comparison · Analytics

tern.mmrm vs watina

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

tern.mmrm vs watina: at a glance

Featuretern.mmrmwatina
SectorAnalyticsAnalytics
Velocity score0.00.0
Sparks · 30d00
Top themespharmaverse, mmrm, tabulation, maintenancer-package, groundwater, hydrochemistry, database-client
Last editorial update1h ago5h ago
WebsiteVisit →Visit →

What is tern.mmrm?

An MMRM tabulation package that has published nothing since its 2024 CRAN releases.

tern.mmrm wraps mixed models for repeated measures into the tern tabulation and plotting layer used by teal clinical modules. The visible history ends with three CRAN releases in mid-to-late 2024; before that the feed carries only automated version bumps from 2022, three of which have just been backfilled into the record. The most recent substantive change adds axis limit arguments to the LS-means plot.

Read the full tern.mmrm trajectory →

What is watina?

A groundwater database client that has started doing the domain analysis too

watina is the R interface to the Watina groundwater monitoring database, and its history is mostly about making data retrieval correct: filter depths guessed conservatively when missing, spatial masking, aggregation methods per observation well, and a long series of fixes to keep the lazy database queries working across dbplyr versions. The most recent release moves past retrieval into interpretation, adding ionic ratio calculation and a Van Wirdum diagram to plot chemistry data.

Read the full watina trajectory →

tern.mmrm vs watina: editorial side-by-side

T
tern.mmrm
ANALYTICS
0.0

An MMRM tabulation package that has published nothing since its 2024 CRAN releases.

◆ Current state

tern.mmrm wraps mixed models for repeated measures into the tern tabulation and plotting layer used by teal clinical modules. The visible history ends with three CRAN releases in mid-to-late 2024; before that the feed carries only automated version bumps from 2022, three of which have just been backfilled into the record. The most recent substantive change adds axis limit arguments to the LS-means plot.

◆ Where it's heading

Content per release is thin and largely organisational: a maintainer change, replacing scda with random.cdisc.data in vignettes, and adapting to new {mmrm} versions. The package appears to be in maintenance, tracking its upstream dependency rather than developing independently. The 2022 entries now visible are release-automation commits, not releases in any meaningful sense.

◆ Prediction

Nothing here signals new functionality; the realistic next event is another compatibility release when {mmrm} or {rtables} changes underneath it.

W
watina
ANALYTICS
0.0

A groundwater database client that has started doing the domain analysis too

◆ Current state

watina is the R interface to the Watina groundwater monitoring database, and its history is mostly about making data retrieval correct: filter depths guessed conservatively when missing, spatial masking, aggregation methods per observation well, and a long series of fixes to keep the lazy database queries working across dbplyr versions. The most recent release moves past retrieval into interpretation, adding ionic ratio calculation and a Van Wirdum diagram to plot chemistry data.

◆ Where it's heading

The package is drifting from a database client toward a domain toolkit. Early releases fought the data layer — connection handling moved to inbodb, sorting semantics changed, defunct dbplyr calls worked around. Recent work assumes retrieval is solved and adds hydrochemical analysis on top, along with defensive handling for the physically impossible inputs that analysis exposes, such as zero conductivity in the warehouse.

◆ Prediction

Expect further chemistry analysis and plotting helpers rather than new retrieval functions, since that is where the newest release invested and where the accompanying vignette points.

Alternatives to tern.mmrm and watina

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 tern.mmrm or watina.

See all tern.mmrm alternatives → · See all watina alternatives →

Recent activity from tern.mmrm and watina

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

  1. 4mo agowatinaIonic ratios and Van Wirdum diagrams for chemistry data
  2. 1y agotern.mmrmAxis limits added to the LS-means plot
  3. 2y agotern.mmrmMaintainer change and scda replaced in vignettes
  4. 2y agotern.mmrmCRAN 0.3.0 release, mostly workflow housekeeping
  5. 2y agowatinaKSgeneral moved to Suggests to survive CRAN removal
  6. 3y agotern.mmrmAutomated version bump to 0.2.1
  7. 3y agotern.mmrmPre-release branch merge
  8. 4y agotern.mmrmCI automation commit, no release content
  9. 5y agowatinaDataframe input restored after a defunct dbplyr call
  10. 5y agowatinadbplyr 2.0 compatibility drops the need for a forked dependency
  11. 5y agowatinaSpatial clustering of wells and richer location attributes
  12. 6y agowatinaSoil surface calculation fixed after a select() dropped the variable

Frequently asked questions

What is the difference between tern.mmrm and watina?

They serve adjacent needs but don't currently overlap on shipped themes. tern.mmrm and watina 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 tern.mmrm better than watina?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. tern.mmrm and watina 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 tern.mmrm?

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

What are the best alternatives to watina?

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