tern.rbmi
Reference-based multiple imputation tables, shipping only what CRAN checks demand.
Comparison · Analytics
spatstat.random vs windex
A side-by-side editorial comparison of spatstat.random and windex — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
spatstat.random vs windex: at a glance
What is spatstat.random?
spatstat's simulation engine pushes point process generation into three dimensions
spatstat.random generates random point patterns and simulates point process models for the spatstat family. Its recent releases have moved along two lines at once: filling out three-dimensional simulation, and adding conditional simulation to the established cluster process generators. 3.5-1 is a narrow follow-up adding a random Dirichlet-Voronoi tessellation without edge effects.
What is windex?
Steady, unglamorous upkeep on a niche phylogenetic adaptation index.
windex calculates the Wheatsheaf index for measuring adaptation in a phylogenetic comparative framework, with supporting simulation tests and node-distance tooling. Recent releases have loosened the input format requirements, improved troubleshooting in treedatacheck, and added a barplot for fitted logistic regression models. The package's analytic core is unchanged across the visible window.
spatstat.random vs windex: editorial side-by-side
spatstat.random
2.5ANALYTICS
spatstat's simulation engine pushes point process generation into three dimensions
◆ Current state
spatstat.random generates random point patterns and simulates point process models for the spatstat family. Its recent releases have moved along two lines at once: filling out three-dimensional simulation, and adding conditional simulation to the established cluster process generators. 3.5-1 is a narrow follow-up adding a random Dirichlet-Voronoi tessellation without edge effects.
◆ Where it's heading
The clearest arc is dimensional. 3.5-0 carried inhomogeneous Poisson processes, non-uniform random points and Simple Sequential Inhibition into 3D in a single release, and the sibling geometry package followed two months later with more capabilities for three-dimensional point patterns. Alongside that, the generators have been gaining theoretical range — Gaussian random fields in 3.4-4, a new class of theoretical cluster process models and random diffusion in 3.5-0 — while earlier releases concentrated on conditional simulation and efficiency in the existing 2D routines.
◆ Prediction
Expect the 3D work to continue propagating into the model-fitting and geometry packages before spatstat.random adds another dimension-independent generator, since the 3D features here have already begun appearing downstream. The entries do not indicate which estimator gets 3D support next.
windex
0.0ANALYTICS
Steady, unglamorous upkeep on a niche phylogenetic adaptation index.
◆ Current state
windex calculates the Wheatsheaf index for measuring adaptation in a phylogenetic comparative framework, with supporting simulation tests and node-distance tooling. Recent releases have loosened the input format requirements, improved troubleshooting in treedatacheck, and added a barplot for fitted logistic regression models. The package's analytic core is unchanged across the visible window.
◆ Where it's heading
Every release in this window is a variation on the same theme: make existing functions easier to use and their plots easier to customise. Some releases exist only to satisfy CRAN policy changes with no functional difference. This is a stable single-purpose package where usability friction, not method development, drives the work.
◆ Prediction
Expect further small usability and plotting additions on the same roughly annual cadence; nothing here points to new methods.
Alternatives to spatstat.random and windex
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 spatstat.random or windex.
tern.mmrm
An MMRM tabulation package that has published nothing since its 2024 CRAN releases.
ggmagnify
A single-purpose ggplot2 inset tool, refining the same three arguments.
symengine
An R symbolic-maths binding whose changelog is really the C++ core's release notes.
gtfstools
gtfstools stopped guarding its own object model and started accepting everyone else's.
quantities
The glue package that makes R carry units and uncertainty through the same calculation.
See all spatstat.random alternatives → · See all windex alternatives →
Recent activity from spatstat.random and windex
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 20d agospatstat.randomEdge-effect-free random Dirichlet-Voronoi tessellation
- 2mo agospatstat.randomThree-dimensional point process simulation arrives ⚡
- 6mo agospatstat.randomGaussian random field generation added
- 10mo agospatstat.randomrunifdisc efficiency and fixed-count simulation options
- 1y agospatstat.randomConditional simulation for the cluster process generators
- 1y agospatstat.randomFaster rpoispp for tessellation-defined intensity
- 1y agowindexRelaxes input formats; adds logistic regression barplots
- 2y agowindexwindex 2.0.8
- 2y agowindexnodeDist returns age distributions; plot axes customisable
- 2y agowindexCRAN policy compliance release, no functional change
- 5y agowindexMerges sister-clade functions into richYuleInputs
- 5y agowindexAdds modSel.geiger for geiger model selection tables
Frequently asked questions
What is the difference between spatstat.random and windex?
Both compete on the same themes — r-package — within Analytics. spatstat.random is currently shipping more aggressively (velocity 2.5 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 spatstat.random better than windex?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. spatstat.random is currently shipping more aggressively (velocity 2.5 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 spatstat.random?
Top spatstat.random alternatives in Analytics are ranked by recent ship velocity. Browse the "spatstat.random alternatives" section above for the current picks, or visit /alternatives/spatstat-random for the full list with editorial commentary on each.
What are the best alternatives to windex?
Top windex alternatives in Analytics are ranked by recent ship velocity. Browse the "windex alternatives" section above for the current picks, or visit /alternatives/windex-r for the full list with editorial commentary on each.