OHPL
A 2017 chemometrics method frozen in place, visited only when CRAN changes its documentation rules.
Comparison · Analytics
malariasimulation vs OneSampleMR
A side-by-side editorial comparison of malariasimulation and OneSampleMR — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:epidemiology
malariasimulation vs OneSampleMR: at a glance
What is malariasimulation?
An individual-based malaria model that added Plasmodium vivax, hypnozoites and all
malariasimulation is an individual-based malaria transmission model. The visible history is short but consequential: v2.0.2 extended the model beyond its original parasite species to Plasmodium vivax, and the most recent tag is not a code release at all but a coordinated snapshot freezing the whole malariaverse suite at a known state.
What is OneSampleMR?
OneSampleMR found that argument order in a formula was silently changing its estimates
OneSampleMR implements one-sample Mendelian randomization estimators — two-stage predictor substitution, two-stage residual inclusion, and Sanderson-Windmeijer conditional F statistics for instrument strength. The package spent its first years on packaging and dependency upkeep. The 2026 releases turn to substance: broader support for models fitted elsewhere, then a correctness fix for a defect that depended on nothing more than where covariates appeared in a formula.
malariasimulation vs OneSampleMR: editorial side-by-side
malariasimulation
0.0ANALYTICS
An individual-based malaria model that added Plasmodium vivax, hypnozoites and all
◆ Current state
malariasimulation is an individual-based malaria transmission model. The visible history is short but consequential: v2.0.2 extended the model beyond its original parasite species to Plasmodium vivax, and the most recent tag is not a code release at all but a coordinated snapshot freezing the whole malariaverse suite at a known state.
◆ Where it's heading
The direction is toward being a multi-species platform rather than a single-parasite simulator, and toward being usable as a reproducible research artefact. The P. vivax work was not a wrapper over the existing model — it added hypnozoites, competing hazards, an equilibrium solution and species-specific immunity behaviour, while deliberately removing blood and severe immunity components that do not apply. The snapshot tag addresses the other half of that: analyses built on a fast-moving suite need a version set they can return to.
◆ Prediction
The snapshot being tagged immediately before an announced update suggests the next release changes enough to break existing analyses, which is why the freeze was published first. The entries do not say what that update contains.
OneSampleMR
0.0ANALYTICS
OneSampleMR found that argument order in a formula was silently changing its estimates
◆ Current state
OneSampleMR implements one-sample Mendelian randomization estimators — two-stage predictor substitution, two-stage residual inclusion, and Sanderson-Windmeijer conditional F statistics for instrument strength. The package spent its first years on packaging and dependency upkeep. The 2026 releases turn to substance: broader support for models fitted elsewhere, then a correctness fix for a defect that depended on nothing more than where covariates appeared in a formula.
◆ Where it's heading
Two threads. The first is reach — fsw() now reads models fitted by AER::ivreg(), estimatr::iv_robust() and fixest::feols() in addition to ivreg::ivreg(), which makes conditional F statistics available without refitting in the package's own idiom. The second is hardening: clear errors when more than one exposure is given or when a variable collides with the reserved name y, and print methods that no longer fail on user-specified t0 with log or logit links. Both come largely from user reports rather than a plan.
◆ Prediction
The estimator-support work has been adding one IV-fitting package at a time on outside contributions, so further backends are the likeliest next content — the package's own estimators have been stable since first release.
Alternatives to malariasimulation and OneSampleMR
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 malariasimulation or OneSampleMR.
fastplyr
A fast dplyr stand-in that keeps finding new places to skip work entirely.
trias
Belgium's invasive-species indicator toolkit is in steady refinement, one plotting edge case at a time.
icesSAG
The ICES stock assessment client took upload away in 2024 and spent two years giving it back.
dggridR
A discrete global grid generator grew cell traversal and became a usable spatial index.
vegan
Community ecology's standard toolkit is retiring the functions a generation of scripts was built on.
See all malariasimulation alternatives → · See all OneSampleMR alternatives →
Recent activity from malariasimulation and OneSampleMR
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoOneSampleMROneSampleMR fixes estimates broken by covariate order in the formula
- 2mo agomalariasimulationmalariaverse suite frozen at a reproducible snapshot tag
- 5mo agoOneSampleMROneSampleMR computes conditional F for three more IV packages
- 1y agoOneSampleMROneSampleMR 0.1.6
- 1y agomalariasimulationPlasmodium vivax model with hypnozoites and relapse dynamics ⚡
- 2y agoOneSampleMROneSampleMR 0.1.5
- 2y agoOneSampleMROneSampleMR 0.1.4
- 3y agoOneSampleMROneSampleMR 0.1.3
Frequently asked questions
What is the difference between malariasimulation and OneSampleMR?
Both compete on the same themes — epidemiology — within Analytics. malariasimulation and OneSampleMR 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 malariasimulation better than OneSampleMR?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. malariasimulation and OneSampleMR 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 malariasimulation?
Top malariasimulation alternatives in Analytics are ranked by recent ship velocity. Browse the "malariasimulation alternatives" section above for the current picks, or visit /alternatives/malariasimulation for the full list with editorial commentary on each.
What are the best alternatives to OneSampleMR?
Top OneSampleMR alternatives in Analytics are ranked by recent ship velocity. Browse the "OneSampleMR alternatives" section above for the current picks, or visit /alternatives/onesamplemr for the full list with editorial commentary on each.