RMVMR
RMVMR is being tidied in lockstep with MVMR, the package it wraps
Comparison · Analytics
cfrnow vs gridify
A side-by-side editorial comparison of cfrnow and gridify — release velocity, themes, recent moves, and the top alternatives to consider.
cfrnow vs gridify: at a glance
What is cfrnow?
A Bayesian real-time CFR estimator that now ships stratified fits and posterior-predictive checks
cfrnow estimates case fatality ratios from line-list data while an outbreak is still running, using a Bayesian mixture-cure survival model registered as an `epidist` model type. Three releases in a month took it from first public release to stratified, partially-pooled fits with posterior-predictive checking. It leans on `distspec` for delay parameterisation, which reached CRAN alongside the 0.2.1 patch.
What is gridify?
gridify adds table pagination, the one visible feature in a single-release window.
gridify arranges plots and tables into layouts with headers and footers in R. Only one release is visible — 0.7.5 — carrying table pagination plus repository housekeeping in the form of an issue template and badges. The changelog is a pull-request list rather than written notes, so detail is thin.
cfrnow vs gridify: editorial side-by-side
cfrnow
5.0ANALYTICS
A Bayesian real-time CFR estimator that now ships stratified fits and posterior-predictive checks
◆ Current state
cfrnow estimates case fatality ratios from line-list data while an outbreak is still running, using a Bayesian mixture-cure survival model registered as an `epidist` model type. Three releases in a month took it from first public release to stratified, partially-pooled fits with posterior-predictive checking. It leans on `distspec` for delay parameterisation, which reached CRAN alongside the 0.2.1 patch.
◆ Where it's heading
The arc runs from producing a single corrected CFR number toward supporting a full model-checking workflow. 0.2.0 added the pieces a modeller needs to defend an estimate: replicate line lists replayed through the real-time truncation, an ascertainment-ratio correction for when fatal and non-fatal cases enter the line list at different rates, and per-group CFRs from `brms` formulas. Delay coverage widened from LogNormal and Gamma to Weibull in the same release.
◆ Prediction
Expect the next release to keep widening covariate and pooling support rather than adding new outcome types, since every 0.2.0 addition extended the existing formula interface instead of replacing it.
gridify
0.0ANALYTICS
gridify adds table pagination, the one visible feature in a single-release window.
◆ Current state
gridify arranges plots and tables into layouts with headers and footers in R. Only one release is visible — 0.7.5 — carrying table pagination plus repository housekeeping in the form of an issue template and badges. The changelog is a pull-request list rather than written notes, so detail is thin.
◆ Where it's heading
With one entry to read, direction can only be inferred from what it contains: pagination points the package toward long tables that do not fit a single output page, which is a reporting concern rather than a plotting one. Contributions come from a small named group. There is not enough history here to say whether that reporting emphasis is a trend.
◆ Prediction
Pagination usually pulls page-level controls behind it — repeating headers, row-count control — but the single entry available does not confirm any of that is planned.
Alternatives to cfrnow and gridify
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 cfrnow or gridify.
geoarrow-r
geoarrow tracks the GeoArrow spec and otherwise just keeps compiling
n2khab
n2khab keeps retracting interpretations of habitat data it can't actually support
tidypolars
tidypolars is grinding toward complete dplyr coverage, one supported function at a time
OneSampleMR
OneSampleMR found that argument order in a formula was silently changing its estimates
bpbounds
bpbounds found the same swapped-cell bug twice and clamped its bounds back into range
See all cfrnow alternatives → · See all gridify alternatives →
Recent activity from cfrnow and gridify
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agocfrnowdistspec dependency moves to CRAN
- 5d agocfrnowStratified CFR fits, Weibull delays, posterior-predictive checks
- 1mo agocfrnowFirst release: real-time CFR from a Bayesian mixture-cure model ⚡
- 9mo agogridifyTable pagination added
Frequently asked questions
What is the difference between cfrnow and gridify?
They serve adjacent needs but don't currently overlap on shipped themes. cfrnow is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 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 cfrnow better than gridify?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. cfrnow is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to cfrnow?
Top cfrnow alternatives in Analytics are ranked by recent ship velocity. Browse the "cfrnow alternatives" section above for the current picks, or visit /alternatives/cfrnow for the full list with editorial commentary on each.
What are the best alternatives to gridify?
Top gridify alternatives in Analytics are ranked by recent ship velocity. Browse the "gridify alternatives" section above for the current picks, or visit /alternatives/gridify for the full list with editorial commentary on each.