soilDBdata
soilDBdata exists so soilDB's tests can run without a NASIS connection.
Comparison · Analytics
clinify vs rmediation
A side-by-side editorial comparison of clinify and rmediation — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r package
clinify vs rmediation: at a glance
What is clinify?
clinify is closing the gap between flextable defaults and regulatory table specs.
clinify shapes clinical trial tables into the Word deliverables regulatory submissions require, wrapping flextable and officer. Version 0.4.0 is on CRAN and is almost entirely typographic control: spanner rules that follow the header instead of hard-coded column numbers, header padding named for where the space actually sits, and explicit row pitch. The structural release was 0.3.0, which introduced document objects and broke three APIs to get there.
What is rmediation?
RMediation shipped a three-normal CDF, then found it was silently wrong.
RMediation is a long-standing CRAN package for confidence intervals on mediated effects, now built on an S7 class hierarchy. Over eight weeks it added ProductNormal3 for serial indirect effects of the form a1*a2*b, folded the engine into the existing pprodnormal naming family, and then replaced that engine outright after finding it returned wrong probabilities without warning. The dev branch is at 1.7.0; CRAN still serves 1.6.1.
clinify vs rmediation: editorial side-by-side
clinify
2.5ANALYTICS
clinify is closing the gap between flextable defaults and regulatory table specs.
◆ Current state
clinify shapes clinical trial tables into the Word deliverables regulatory submissions require, wrapping flextable and officer. Version 0.4.0 is on CRAN and is almost entirely typographic control: spanner rules that follow the header instead of hard-coded column numbers, header padding named for where the space actually sits, and explicit row pitch. The structural release was 0.3.0, which introduced document objects and broke three APIs to get there.
◆ Where it's heading
The package is working through the places where flextable's defaults and a statistical reporting spec disagree, and the notes are unusually explicit about why each default is wrong — a cell's bottom border draws below its bottom padding, so space under a header moves the rule rather than opening a gap beneath it; flextable leaves rows at a nominal quarter inch when the spec names an exact pitch. Each addition is built to survive an organisation's own clinify_table_default() rather than assuming clinify's styling runs last.
◆ Prediction
Header, spanner and row-pitch control all landed together, so the next gap in the same series is title and footnote geometry — the remaining page furniture that 0.3.0's two-part split left roughly specified.
rmediation
3.8ANALYTICS
RMediation shipped a three-normal CDF, then found it was silently wrong.
◆ Current state
RMediation is a long-standing CRAN package for confidence intervals on mediated effects, now built on an S7 class hierarchy. Over eight weeks it added ProductNormal3 for serial indirect effects of the form a1*a2*b, folded the engine into the existing pprodnormal naming family, and then replaced that engine outright after finding it returned wrong probabilities without warning. The dev branch is at 1.7.0; CRAN still serves 1.6.1.
◆ Where it's heading
The package is moving from a hand-rolled numerical layer to one that checks itself: the new default integrator escalates its node count until successive rules agree, warns when it hits the cap instead of returning a number, and exposes a diagnostics argument for the convergence estimate. The correctness fix went to dev ahead of the CRAN window rather than being held for it, which suggests wrong-answer bugs are treated as release-blocking regardless of cadence. Serial mediation is where the new surface area is concentrated.
◆ Prediction
1.7.0 exists specifically to land before CRAN's 2026-08-21 update window, so the next move is a CRAN submission promoting it to main; whether hcubature survives past that as a cross-check option is the open question.
Alternatives to clinify and rmediation
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 clinify or rmediation.
collinear
collinear has broken its API twice to stop making the user pick thresholds.
nert
nert put fourteen TERN datasets behind one dispatcher and called it stable.
scTypeEval
scTypeEval judges single-cell annotations without needing a ground truth to judge them against.
medrobust
medrobust made its partial-identification bounds usable by giving them confidence intervals.
probmed
probmed went from one probabilistic effect size to a family of them in sixteen days.
See all clinify alternatives → · See all rmediation alternatives →
Recent activity from clinify and rmediation
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 8h agormediationv1.7.0 — pprodnormal3() correctness fix ⚡
- 15d agoclinifySpanner rules, header padding and exact row pitch
- 1mo agormediationp_prod3() renamed into the pprodnormal family
- 1mo agormediationProductNormal3: exact CDF for a product of three normals ⚡
- 1mo agormediationmedfit reaches CRAN; Remotes pointer dropped
- 1y agoclinifyDocument objects: clindoc() and multi-table output ⚡
Frequently asked questions
What is the difference between clinify and rmediation?
Both compete on the same themes — r package — within Analytics. rmediation is currently shipping more aggressively (velocity 3.8 vs 2.5), 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 clinify better than rmediation?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. rmediation is currently shipping more aggressively (velocity 3.8 vs 2.5), with 1 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 clinify?
Top clinify alternatives in Analytics are ranked by recent ship velocity. Browse the "clinify alternatives" section above for the current picks, or visit /alternatives/clinify for the full list with editorial commentary on each.
What are the best alternatives to rmediation?
Top rmediation alternatives in Analytics are ranked by recent ship velocity. Browse the "rmediation alternatives" section above for the current picks, or visit /alternatives/rmediation for the full list with editorial commentary on each.