To get started in #lavaan we just take a path diagram and write out the relationships between the variables, see here:

lavaan.ugent.be/tutorial/sem...

A neat #Rpackage for visualizing results in lavaan is semPlot, also by @sachaepskamp.bsky.social. It can be used to visualize models and results.

Every #TidyTuesday I am amazed by what #DataViz Queen @nrennie.bsky.social can create in #ggplot2!

Her TidyTuesday cookbook 📕🍜 is available here: nrennie.rbind.io/art-of-viz/ and goes into best practices and tricks. I also love the GIFs she creates using the camcorder #Rpackage!

Foto of a feminine nonbinary person in a purple floral shirt in front of a purple poster. The poster is displaying a structural equation model analysing the influence of parental education on children’s school grades. The person is smiling cheekily to the side.

Foto of a child with four fluffy buns and blue sunglasses. The child has lowered the sunglasses below their nose and is gazing over them.

Hi, I’m this week’s curator, Josi! I‘m a PhD student in statistical genetics 🧬 and use #RStats to do #SEM. I dabble in #DataViz and recently wrote my first #Rpackage. My hobbies are reading #Fantasy books 📚 and #maximalism. You may catch me at a conference matching my outfit to my poster 🤓🧜🏽‍♀️ #rladies

NITheCS & SU Seminar: GPAbin: an R package for unified visualisations of imputed data sets
Dr Johané Nienkemper-Swanepoel (SU)
📅 Fri, 13 Feb | 13h10–14h10 SAST
Attend online or in person.
🔗 buff.ly/r9QUAmL
#RStats #RPackage #CRAN #DataScience #Statistics #DataVisualisation #Biplot #DataAnalytics

Using CATAcode for Choose-All-That-Apply Sexual Orientation and Gender Questions In mid-2025, I collected data from trans participants, and some of my survey questions were choose-all-that-apply. Since that time, Merrin and Nickodem (2025) released an R package, CATAcode, to he…

Started a blog! One of my first posts walks through how to prep your data to use the CATAcode #rpackage (with code + diagrams). With CATAcode, you can easily summarize and visualize responses from choose-all-that-apply questions:

catchingsplinters.wordpress.com/2026/01/27/u...

🧵 1/2

typeR - Typing Animation for R Code Simulate typing animation for R scripts, R Markdown, and Quarto documents with optional live code execution.

🎉 Excited to announce that typeR is now on CRAN!

typeR simulates typing animations for R scripts - perfect for live coding demos and presentations.

Install: install.packages("typeR")
Docs: fgazzelloni.github.io/typeR/

#rstats #RPackage

Gosh, #Apollo #Rpackage really needs an extension which 1. translates the t-statistics into significance levels and 2. an extension which exports statistical output in tables ready for word or LATEX. 😵 #choicemodelling

Quantifying Spatial and Environmental Effects in Spatial Autoregressive Model with the spatialreg.hp R package Abstract. Ecological data frequently exhibit spatial autocorrelation, whereby geographically proximate sampling units are more similar in species distribut

【🎉Latest accepted article】
Quantifying Spatial and Environmental Effects in Spatial Autoregressive Model with the spatialreg.hp #RPackage

#AverageSharedVariance | #HierarchicalPortioning | #SpatialAutocorrelation | #VariationPartitioning

@mapjournals.bsky.social

doi.org/10.1093/jpe/...

Take a look at our new #Rpackage #BlueCarbon! BlueCarbon facilitates the estimation of #organiccarbon stocks and sequestration rates from soil and sediment cores in depositional environments.

#seagrass #wetlands #mangroves #bluecarbon

Introducing fwtraits – an R package for obtaining freshwater biodiversity trait information Species ecological parameters are crucial for understanding the functional responses to environmental perturbations, aiding in informing conservation …

#Freshwater #Ecologists - check out this new #RPackage called fwtraits which integrates parameters from FWE www.freshwaterecology.info

Link: www.sciencedirect.com/science/arti...

#FreshwaterEcology #RStat #Statistics #BigData 🌍

rminer: Machine Learning Classification and Regression Methods Facilitates the use of machine learning algorithms in classification and regression (including time series forecasting) tasks by presenting a short and coherent set of functions. Versions: 1.5.0 impro...

New rminer 1.5.0 available at CRAN:
cran.r-project.org/package=rminer
#machinelearning #r #classification #regression #rpackage

pushoverr: Send Push Notifications using 'Pushover' Send push notifications to mobile devices or the desktop using 'Pushover' <<a href="https://pushover.net" target="_top">https://pushover.net</a>>. These notifications can display things such as…

📱✨ Check out {pushoverr} — an R package for sending push notifications straight from your scripts! Perfect for alerts when jobs finish, results are ready, or plots are generated.

🔗 cran.r-project.org/package=pushoverr

#rstats #RPackage #DataScience

🎲 Want to add a little playfulness to your R sessions? Check out {fun}- a package full of classic games (Minesweeper, sliding puzzles, Gomoku) and quirky utilities all in R.

Try demo(package = "fun") to see what it can do!

🔗 cran.r-project.org/package=fun

#rstats #RPackage #UseR #FunWithR

GitHub - r-lib/cli: Tools for making beautiful & useful command line interfaces Tools for making beautiful & useful command line interfaces - r-lib/cli

✨ Check out {cli} - an R package for beautiful command-line interfaces!

Use it to add headings, alerts, lists, progress bars & more, with built-in colors and themes. Perfect for making console output clear and stylish.

🔗 github.com/r-lib/cli

#rstats #RPackage #cli

DRtool Offers Interactive Diagnostics for High-Dimensional Clusterings

DRtool, an R package now on CRAN, provides interactive diagnostics for high‑dimensional embeddings, including neighborhood preservation plots and noise‑sensitivity sliders. Read more: getnews.me/drtool-offers-interactiv... #drtool #rpackage

Descobri o #Rpackage captioner. Ele cria "etiquetas" para referência cruzada no #Rmarkdown. Eu só usava eq, tab e fig até então. Vou tentar criar etiquetas específicas pra mapas, figuras e quadros, também. Volto aqui pra dizer como foi.

www.rdocumentation.org/packages/cap...

#rstats #rlang

We present our MetaProViz #Rpackage for #metabolomics analysis & prior knowledge integration to generate mechanistic hypotheses on how metabolic changes affect metabolite classes, pathways & environment interaction

🔗
www.biorxiv.org/content/10.1...

📦
saezlab.github.io/MetaProViz/

🧵 Thread ⬇️

This study introduces smartSim, an #Rpackage for simulating Smart-seq3 reads with known and novel splicing events. It models key experimental parameters using real data distributions and produces realistic FASTQ files for benchmarking splicing-aware tools and isoform reconstruction methods.

pretestcad: An R Package For Pretest Probability For Coronary Artery Disease | Personal website of Jeremy Selva Here is a talk I gave on useR! 2025

Here are the slides to my lightning talk⚡🗣️ about my R package 📦 {pretestcad} presented today at useR! 2025 @user-conf.bsky.social

jeremy-selva.netlify.app/talk/2025-08...

👩‍💻 #rstats 👨‍👩‍👦‍👦 #rcommunity 📦 #rpackage 📈 #useR2025 🫀 #cardiology ⚕️ #medicalresearch 💊 #clinicalresearch

🎤 Excited to share that I presented at useR! 2025 in Durham, NC! 🇺🇸

Gave a talk on cardinalR: Generating interesting high-dimensional data structures 🎤

📽️ jayani-user2025.netlify.app

#useR2025 #RStats #DataScience #HighDimensionalData #Visualization #RPackage

Hex sticker of pretestcad.

I have brought some hex sticker for my R package 📦 {pretestcad} to give out during the useR! 2025 conference at Duke University Durham, North Carolina, USA.

Hope to meet new people and catch up with familar ones there.

cran.r-project.org/web/packages...

#rstats #rcommunity #rpackage #useR2025

#Rpackage #qualityanalysis
New update for R package “resquin” – More functions for better response quality analysis


The R package “resquin,” short for “response quality indicators,” has been updated and now offers even more options for analyzing and evaluating response quality.

To finish the second day of the Konstanz School of Collective Behaviour 2025 (#KSCB2025), a great #tutorial by Michael Chimento @mchimento on #Network-Based #Diffusion #Analysis (#NBDA) and his #RPackage #STbayes.

@cbehav.bsky.social

https://www.exc.uni-konstanz.de/kscb/

My R software package - BgeeDB (lnkd.in/dcfXWR4d) that is meant to annotate the genes and anatomical structures from sequencing technologies can be used in ***🩺🩻 SPACE MEDICINE 🩺🩻***🚀🚀🚀👽🛸#loveit #rpackage #softwareforspace #misskomljenovic #spacemedicine

1/ OpenVal’s curated package list is built from collective industry needs, not just vendor opinion. Each #RPackage is validated, trusted, and used across multiple sponsor organizations. So you don’t just get safety, you get industry momentum. #OpenSource #DataValidation

Every R package deserves more than just unit tests.

Let’s break down the four essential layers of testing for robust, reliable code.
👇

#rstats #testing #rpackage #opensource #quality

@nmoraislab.bsky.social #Rpackage #Transcriptomics #RNAseq #GeneSets

Cool, my #Rpackage `densityratio` got into the May top 40 on R Works!

#RStats

For those interested in @esa, there is a “Space in the city” festival at Karlsplatz in Vienna, check out the program! My R software package BgeeDB will be hopefully used in space. The R package is related to gene annotations and lifestages. #misskomljenovicforspace #rpackage #bioinformatics

Tidy Population Genetics We provide a tidy grammar of population genetics, facilitating the manipulation and analysis of data on biallelic single nucleotide polymorphisms (SNPs). `tidypopgen` scales to very large genetic data...

We are excited to announce that tidypopgen – a new package for rapid population genetic workflows in R – is now available at evolecolgroup.github.io/tidypopgen/ 🧬💻 Read more in the preprint describing its features here: www.biorxiv.org/content/10.1... #popgen #Rpackage #genetics 1/2