pr2database
The protist reference database keeps widening past the rRNA gene it was built on.
Comparison · Infra & APIs
serocalculator vs vcmeta
A side-by-side editorial comparison of serocalculator and vcmeta — release velocity, themes, recent moves, and the top alternatives to consider.
serocalculator vs vcmeta: at a glance
What is serocalculator?
A seroincidence engine grows up: whole API renamed, then clustered survey designs
serocalculator turns cross-sectional antibody measurements into infection-rate estimates, and it spent its last two releases making itself safe to depend on. Version 1.4.0 renamed nearly every user-facing function into a consistent est_seroincidence()/sr_params vocabulary; 1.4.1 shipped the migration crosswalk that admits how much that broke. The newest capability is cluster-robust variance estimation for household- and school-based surveys.
What is vcmeta?
A meta-analysis toolkit still renaming its own API as it adds effect sizes.
vcmeta provides confidence-interval methods for meta-analysis across correlations, proportions, odds ratios, standardized mean differences and reliability, plus replication-study counterparts to most of them. Each release both widens the function inventory and reshuffles it. The most recent one adds agreement and generalised log-average functions while deleting one function and renaming six others.
serocalculator vs vcmeta: editorial side-by-side
serocalculator
0.0INFRA · APIS
A seroincidence engine grows up: whole API renamed, then clustered survey designs
◆ Current state
serocalculator turns cross-sectional antibody measurements into infection-rate estimates, and it spent its last two releases making itself safe to depend on. Version 1.4.0 renamed nearly every user-facing function into a consistent est_seroincidence()/sr_params vocabulary; 1.4.1 shipped the migration crosswalk that admits how much that broke. The newest capability is cluster-robust variance estimation for household- and school-based surveys.
◆ Where it's heading
The arc runs from method to instrument. Early releases added example data and plotting; recent ones fix the API surface, satisfy CRAN's offline-failure policy, and extend the estimator to sampling designs field epidemiology actually uses — multi-level clustering, stratification, and the two combined. Each release also carries visible refactoring discipline (one function per file, linting, per-PR website previews) that reads like a package preparing for contributors it does not have yet.
◆ Prediction
With cluster_var and stratum_var now threaded through both est_seroincidence() and est_seroincidence_by(), survey weights are the remaining piece of a complex-survey design the sandwich estimator does not cover. The entries do not name it, so read that as direction rather than a promise.
vcmeta
0.0INFRA · APIS
A meta-analysis toolkit still renaming its own API as it adds effect sizes.
◆ Current state
vcmeta provides confidence-interval methods for meta-analysis across correlations, proportions, odds ratios, standardized mean differences and reliability, plus replication-study counterparts to most of them. Each release both widens the function inventory and reshuffles it. The most recent one adds agreement and generalised log-average functions while deleting one function and renaming six others.
◆ Where it's heading
The package is converging on a naming scheme, with odds becoming oddsratio and ratio.prop2 becoming propratio2, and it is willing to break calling code to get there. Two of the last three releases carry a self-declared breaking parameter change, both cases where an assumption that used to be baked in became something the user must supply. Growth in the function set is steady rather than directional.
◆ Prediction
Expect the renaming pass to continue into the remaining inconsistent names, alongside more replication-study counterparts to existing estimators.
Alternatives to serocalculator and vcmeta
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 serocalculator or vcmeta.
ggalign
Composable aligned layouts, rebuilt on S7 while ggplot2 4.0 lands underneath.
prioritizr
Conservation planning absorbs the literature's target-setting rules as code.
jSDM
Joint species distribution models in Gibbs-sampled C++, quiet since 2023.
rsofun
An ecosystem model starts tracking carbon isotopes and land-use change.
usmap
Ten years in, US mapping splits its data out and finally adds Puerto Rico.
See all serocalculator alternatives → · See all vcmeta alternatives →
Recent activity from serocalculator and vcmeta
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3mo agoserocalculatorCluster-robust standard errors for household and school surveys ⚡
- 7mo agoserocalculatorEvery estimation function renamed, plus a simulation-study workflow ⚡
- 11mo agovcmetaAgreement functions added; six renames and a breaking parameter
- 1y agoserocalculatorBundled example datasets and a locator to find them
- 2y agovcmetaEqual-variance assumption dropped from standardized mean diff
- 4y agovcmetaHomogeneity test, average-variance interval, replication tools
Frequently asked questions
What is the difference between serocalculator and vcmeta?
They serve adjacent needs but don't currently overlap on shipped themes. serocalculator and vcmeta 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 serocalculator better than vcmeta?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. serocalculator and vcmeta 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 Infra & APIs products to evaluate alongside.
What are the best alternatives to serocalculator?
Top serocalculator alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "serocalculator alternatives" section above for the current picks, or visit /alternatives/serocalculator for the full list with editorial commentary on each.
What are the best alternatives to vcmeta?
Top vcmeta alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "vcmeta alternatives" section above for the current picks, or visit /alternatives/vcmeta for the full list with editorial commentary on each.