estimatr
Fast design-based estimators for experiments, coasting on CRAN patches.
Comparison · Infra & APIs
bsvarSIGNs vs HydroPortailStats
A side-by-side editorial comparison of bsvarSIGNs and HydroPortailStats — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:bayesian-statisticsr-package
bsvarSIGNs vs HydroPortailStats: at a glance
What is bsvarSIGNs?
Sign, zero and narrative restrictions brought into the bsvars ecosystem.
bsvarSIGNs estimates structural vector autoregressions identified by sign, zero and narrative restrictions, with the sampler in C++ and the objects, workflows and code structure deliberately matched to the bsvars package. Since the 1.0 launch in mid-2024 the releases have been consolidation: a fix pass, then a vignette, citation metadata and C++ changes to stay ahead of an upcoming compiler check.
What is HydroPortailStats?
France's national flood statistics, ported out of Fortran and into R.
HydroPortailStats exposes the statistical machinery behind the French HydroPortail — distribution fitting, quantile curves and their uncertainties for hydrological series. The 2025 release re-implements the HBay Fortran executable in R, adding Bayesian estimation from historical flood records with censored and interval-valued data and systematic measurement error, plus a triangular distribution and truncated random generation.
bsvarSIGNs vs HydroPortailStats: editorial side-by-side
bsvarSIGNs
0.0INFRA · APIS
Sign, zero and narrative restrictions brought into the bsvars ecosystem.
◆ Current state
bsvarSIGNs estimates structural vector autoregressions identified by sign, zero and narrative restrictions, with the sampler in C++ and the objects, workflows and code structure deliberately matched to the bsvars package. Since the 1.0 launch in mid-2024 the releases have been consolidation: a fix pass, then a vignette, citation metadata and C++ changes to stay ahead of an upcoming compiler check.
◆ Where it's heading
The package launched with a published roadmap and the stated intention of intensive development, then spent its next two releases on documentation and compliance rather than new identification schemes. The 2.0 version number is not matched by the changes described under it. What the feed shows is a methods package settling in after launch, not one expanding.
◆ Prediction
The roadmap referenced at launch is the only stated plan, and the entries since do not say which part of it is next.
HydroPortailStats
0.0INFRA · APIS
France's national flood statistics, ported out of Fortran and into R.
◆ Current state
HydroPortailStats exposes the statistical machinery behind the French HydroPortail — distribution fitting, quantile curves and their uncertainties for hydrological series. The 2025 release re-implements the HBay Fortran executable in R, adding Bayesian estimation from historical flood records with censored and interval-valued data and systematic measurement error, plus a triangular distribution and truncated random generation.
◆ Where it's heading
The package started as a straight extraction of the portal's existing functions and is now absorbing the surrounding legacy toolchain: HBay was a separate compiled program with its own config files, and this release brings both the method and its configuration format inside R. Releases are sparse — three in two years, with an eighteen-month gap before the latest — and the intervening one was CRAN paperwork.
◆ Prediction
The HBay import came with a configuration-file reader for continuity with the old executable, which suggests further legacy hydrological tooling could follow the same path; the entries name no specific next target.
Alternatives to bsvarSIGNs and HydroPortailStats
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 bsvarSIGNs or HydroPortailStats.
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finnts
Microsoft's automated forecasting framework, still mostly a one-maintainer effort.
BayLum
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See all bsvarSIGNs alternatives → · See all HydroPortailStats alternatives →
Recent activity from bsvarSIGNs and HydroPortailStats
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agobsvarSIGNsFirst vignette, citation metadata, C++ check fixes
- 1y agobsvarSIGNsbsvarSIGNs 1.0.1
- 1y agoHydroPortailStatsHistorical flood records enter the estimator via an HBay port ⚡
- 2y agobsvarSIGNsLaunch: sign, zero and narrative restrictions for bsvars ⚡
- 3y agoHydroPortailStatsCRAN submission renames the return-period arguments
- 3y agoHydroPortailStatsFirst release: the HydroPortail statistical functions in R
Frequently asked questions
What is the difference between bsvarSIGNs and HydroPortailStats?
Both compete on the same themes — bayesian-statistics, r-package — within Infra & APIs. bsvarSIGNs and HydroPortailStats 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 bsvarSIGNs better than HydroPortailStats?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. bsvarSIGNs and HydroPortailStats 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 bsvarSIGNs?
Top bsvarSIGNs alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "bsvarSIGNs alternatives" section above for the current picks, or visit /alternatives/bsvarsigns for the full list with editorial commentary on each.
What are the best alternatives to HydroPortailStats?
Top HydroPortailStats alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "HydroPortailStats alternatives" section above for the current picks, or visit /alternatives/hydroportailstats for the full list with editorial commentary on each.