← Back to home
Comparison · Infra & APIs

prova vs traumar

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

prova vs traumar: at a glance

Featureprovatraumar
SectorInfra & APIsInfra & APIs
Velocity score6.30.0
Sparks · 30d10
Top themesr-packages, bayesian-inference, decision-analysis, api-consolidationtrauma-registry, healthcare-quality, statistical-correctness, data-validation
Last editorial update37m ago2h ago
WebsiteVisit →Visit →

What is prova?

prova adds expected-utility calculation on top of its Bayesian inference core.

prova does Bayesian nonparametric inference in R — probabilities through Pr() and qPr(), mutual information, quantile plots. Five releases in about two weeks renamed its central argument, collapsed two plotting functions into one, and then in v2.3.0 introduced exputility() for expected utilities and their revisability, with plot() and print() methods attached from the start.

Read the full prova trajectory →

What is traumar?

Trauma registry statistics in R, tightening the numbers it reports against the literature.

traumar computes trauma-centre performance measures from registry data, including relative mortality metrics, SEQIC quality indicators and predicted survival probability. The recent releases are dominated by correctness rather than coverage: 1.2.5 changed how the denominator for SEQIC indicator 7 is derived so it reflects the definitive care population rather than a raw row count, and 1.2.3 realigned probability_of_survival() with published coefficients. Version 1.2.6 completes a deprecation, turning the old n_decimal argument into an error.

Read the full traumar trajectory →

prova vs traumar: editorial side-by-side

P
prova
INFRA · APIS
6.3

prova adds expected-utility calculation on top of its Bayesian inference core.

◆ Current state

prova does Bayesian nonparametric inference in R — probabilities through Pr() and qPr(), mutual information, quantile plots. Five releases in about two weeks renamed its central argument, collapsed two plotting functions into one, and then in v2.3.0 introduced exputility() for expected utilities and their revisability, with plot() and print() methods attached from the start.

◆ Where it's heading

Two arcs run in parallel. One compresses the API: learnt= became K=, flexiplot() and plotquantiles() merged into pplot(), and omitting arguments such as Y=, X= and K= got simpler. The other extends reach — mutualinfoF() for finite-domain variates, quantile accuracy reported alongside mutual information, and now a decision-theoretic layer sitting on the inference the package already did.

◆ Prediction

exputility() shipping with print() and plot() methods matches how the probability and mutual-information classes were treated, so utilities are likely to get the same class-based handling as they mature. The notes do not say whether decision analysis extends beyond expected utility.

T
traumar
INFRA · APIS
0.0

Trauma registry statistics in R, tightening the numbers it reports against the literature.

◆ Current state

traumar computes trauma-centre performance measures from registry data, including relative mortality metrics, SEQIC quality indicators and predicted survival probability. The recent releases are dominated by correctness rather than coverage: 1.2.5 changed how the denominator for SEQIC indicator 7 is derived so it reflects the definitive care population rather than a raw row count, and 1.2.3 realigned probability_of_survival() with published coefficients. Version 1.2.6 completes a deprecation, turning the old n_decimal argument into an error.

◆ Where it's heading

This is a package whose outputs are reported numbers, and it is behaving accordingly: the notable changes in this window alter results rather than add features. A denominator computed as a row count instead of a filtered population, and a survival calculation not matching the coefficients it cites, are both the kind of defect that quietly propagates into published figures, and both were corrected here. Around that sit in-house validation helpers written deliberately to avoid a new dependency, and a steady tidy-up of tests and tooling.

◆ Prediction

Expect the validation family introduced in 1.2.4 to be applied more widely across the package's entry points, now that it exists and is deliberately kept internal. Further SEQIC indicators being reviewed against their definitions looks likely given indicator 7 needed it, though the entries name no specific one as next.

Alternatives to prova and traumar

Other Infra & APIs 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 prova or traumar.

See all prova alternatives → · See all traumar alternatives →

Recent activity from prova and traumar

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

  1. 13d agoprovaexputility() brings decision analysis into prova
  2. 20d agoprovaCumulative 2.x notes, plus hist() and mutual-information changes
  3. 23d agoprovalearnt= becomes K=; pplot() replaces two plot functions
  4. 27d agoprovaFix for pre-existing parallel clusters
  5. 28d agoprovaextraDistr dropped; mutual-information objects get a class
  6. 3mo agotraumarn_decimal deprecation completed; percentages allow negatives
  7. 3mo agotraumarSEQIC indicator 7 denominator corrected to definitive care
  8. 6mo agotraumarIn-house validation family added to avoid a dependency
  9. 7mo agotraumarSurvival probability realigned with published coefficients
  10. 7mo agotraumarBinning and survival documentation clarified
  11. 1y agotraumarInternal renaming and a faster CRAN test path

Frequently asked questions

What is the difference between prova and traumar?

They serve adjacent needs but don't currently overlap on shipped themes. prova is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is prova better than traumar?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. prova is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.

What are the best alternatives to prova?

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

What are the best alternatives to traumar?

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